From 3e959f99e7f452aa9cf039608b34f217ef7d610d Mon Sep 17 00:00:00 2001
From: Matt Williamson <Matt@aimatt.com>
Date: Fri, 26 May 2023 11:09:00 -0400
Subject: [PATCH 01/38] Added shebang so it's executable (#316)

---
 depthai_examples/scripts/markerPublisher.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/depthai_examples/scripts/markerPublisher.py b/depthai_examples/scripts/markerPublisher.py
index 62e36582..0b990e33 100644
--- a/depthai_examples/scripts/markerPublisher.py
+++ b/depthai_examples/scripts/markerPublisher.py
@@ -1,3 +1,4 @@
+#!/usr/bin/env python3
 import rospy
 from depthai_ros_msgs.msg import SpatialDetectionArray
 from foxglove_msgs.msg import ImageMarkerArray
@@ -75,4 +76,4 @@ def main():
 
 
 if __name__ == "__main__":
-    main()
\ No newline at end of file
+    main()

From c77c4e9f9d13ce80f0826103cbd792ff5003f57d Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Fri, 26 May 2023 17:10:12 +0200
Subject: [PATCH 02/38] Stereo updates (#320)

---
 .../dai_nodes/sensors/sensor_wrapper.hpp      |   3 +
 .../depthai_ros_driver/dai_nodes/stereo.hpp   |  38 ++--
 .../param_handlers/base_param_handler.hpp     |  13 +-
 .../param_handlers/sensor_param_handler.hpp   |   1 +
 .../param_handlers/stereo_param_handler.hpp   |   2 +-
 .../src/dai_nodes/sensors/sensor_wrapper.cpp  |   5 +
 depthai_ros_driver/src/dai_nodes/stereo.cpp   | 179 ++++++++++++++----
 .../param_handlers/sensor_param_handler.cpp   |  19 +-
 .../param_handlers/stereo_param_handler.cpp   |  26 ++-
 9 files changed, 230 insertions(+), 56 deletions(-)

diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
index 38f888a4..7e6f45a0 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
@@ -7,6 +7,7 @@
 #include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai/pipeline/Node.hpp"
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "rclcpp/subscription.hpp"
 #include "sensor_msgs/msg/image.hpp"
 
@@ -48,6 +49,7 @@ class SensorWrapper : public BaseNode {
     void setNames() override;
     void setXinXout(std::shared_ptr<dai::Pipeline> pipeline) override;
     void closeQueues() override;
+    sensor_helpers::ImageSensor getSensorData();
 
    private:
     void subCB(const sensor_msgs::msg::Image& img);
@@ -59,6 +61,7 @@ class SensorWrapper : public BaseNode {
     std::shared_ptr<dai::DataInputQueue> inQ;
     std::string inQName;
     int socketID;
+    sensor_helpers::ImageSensor sensorData;
 };
 
 }  // namespace dai_nodes
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
index 123b97e4..1973efd2 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
@@ -4,7 +4,8 @@
 #include <string>
 #include <vector>
 
-#include "depthai_ros_driver/dai_nodes/base_node.hpp"
+#include "depthai-shared/common/CameraBoardSocket.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
 namespace dai {
@@ -40,9 +41,20 @@ namespace dai_nodes {
 namespace link_types {
 enum class StereoLinkType { left, right };
 };
+
+struct StereoSensorInfo {
+    std::string name;
+    dai::CameraBoardSocket socket;
+};
+
 class Stereo : public BaseNode {
    public:
-    explicit Stereo(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline, std::shared_ptr<dai::Device> device);
+    explicit Stereo(const std::string& daiNodeName,
+                    rclcpp::Node* node,
+                    std::shared_ptr<dai::Pipeline> pipeline,
+                    std::shared_ptr<dai::Device> device,
+                    StereoSensorInfo leftInfo = StereoSensorInfo{"left", dai::CameraBoardSocket::LEFT},
+                    StereoSensorInfo rightInfo = StereoSensorInfo{"right", dai::CameraBoardSocket::RIGHT});
     ~Stereo();
     void updateParams(const std::vector<rclcpp::Parameter>& params) override;
     void setupQueues(std::shared_ptr<dai::Device> device) override;
@@ -53,17 +65,21 @@ class Stereo : public BaseNode {
     void closeQueues() override;
 
    private:
-    std::unique_ptr<dai::ros::ImageConverter> imageConverter;
-    image_transport::CameraPublisher stereoPub;
-    std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager;
+    void setupStereoQueue(std::shared_ptr<dai::Device> device);
+    void setupLeftRectQueue(std::shared_ptr<dai::Device> device);
+    void setupRightRectQueue(std::shared_ptr<dai::Device> device);
+    std::unique_ptr<dai::ros::ImageConverter> stereoConv, leftRectConv, rightRectConv;
+    image_transport::CameraPublisher stereoPub, leftRectPub, rightRectPub;
+    std::shared_ptr<camera_info_manager::CameraInfoManager> stereoIM, leftRectIM, rightRectIM;
     std::shared_ptr<dai::node::StereoDepth> stereoCamNode;
-    std::shared_ptr<dai::node::VideoEncoder> videoEnc;
-    std::unique_ptr<BaseNode> left;
-    std::unique_ptr<BaseNode> right;
+    std::shared_ptr<dai::node::VideoEncoder> stereoEnc, leftRectEnc, rightRectEnc;
+    std::unique_ptr<SensorWrapper> left;
+    std::unique_ptr<SensorWrapper> right;
     std::unique_ptr<param_handlers::StereoParamHandler> ph;
-    std::shared_ptr<dai::DataOutputQueue> stereoQ;
-    std::shared_ptr<dai::node::XLinkOut> xoutStereo;
-    std::string stereoQName;
+    std::shared_ptr<dai::DataOutputQueue> stereoQ, leftRectQ, rightRectQ;
+    std::shared_ptr<dai::node::XLinkOut> xoutStereo, xoutLeftRect, xoutRightRect;
+    std::string stereoQName, leftRectQName, rightRectQName;
+    StereoSensorInfo leftSensInfo, rightSensInfo;
 };
 
 }  // namespace dai_nodes
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/base_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/base_param_handler.hpp
index 8340df18..cb00f4a6 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/base_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/base_param_handler.hpp
@@ -27,12 +27,23 @@ class BaseParamHandler {
     template <typename T>
     T getParam(const std::string paramName) {
         T value;
-        baseNode->get_parameter<T>(baseName + "." + paramName, value);
+        baseNode->get_parameter<T>(getFullParamName(paramName), value);
         return value;
     }
+    template <typename T>
+    T getOtherNodeParam(const std::string& daiNodeName, const std::string& paramName) {
+        T value;
+        baseNode->get_parameter<T>(getFullParamName(daiNodeName, paramName), value);
+        return value;
+    }
+
     std::string getFullParamName(const std::string& paramName) {
         return baseName + "." + paramName;
     }
+    std::string getFullParamName(const std::string& daiNodeName, const std::string& paramName) {
+        std::string name = std::string(baseNode->get_namespace()) + "/" + daiNodeName + "." + paramName;
+        return name;
+    }
 
    protected:
     rclcpp::Node* getROSNode() {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
index 8d34b7b1..87aa3ed2 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
@@ -42,6 +42,7 @@ class SensorParamHandler : public BaseParamHandler {
    private:
     std::unordered_map<std::string, dai::MonoCameraProperties::SensorResolution> monoResolutionMap;
     std::unordered_map<std::string, dai::ColorCameraProperties::SensorResolution> rgbResolutionMap;
+    std::unordered_map<std::string, dai::CameraControl::FrameSyncMode> fSyncModeMap;
 };
 }  // namespace param_handlers
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
index 7d2a1c18..6b0e9857 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
@@ -20,7 +20,7 @@ class StereoParamHandler : public BaseParamHandler {
    public:
     explicit StereoParamHandler(rclcpp::Node* node, const std::string& name);
     ~StereoParamHandler();
-    void declareParams(std::shared_ptr<dai::node::StereoDepth> stereo);
+    void declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::string& rightName);
     dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
 
    private:
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
index 4edad260..93b68385 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
@@ -51,6 +51,7 @@ SensorWrapper::SensorWrapper(const std::string& daiNodeName,
             throw std::runtime_error("Sensor not supported!");
         }
         RCLCPP_DEBUG(node->get_logger(), "Node %s has sensor %s", daiNodeName.c_str(), sensorName.c_str());
+        sensorData = *sensorIt;
         if((*sensorIt).color) {
             sensorNode = std::make_unique<RGB>(daiNodeName, node, pipeline, socket, (*sensorIt), publish);
         } else {
@@ -62,6 +63,10 @@ SensorWrapper::SensorWrapper(const std::string& daiNodeName,
 }
 SensorWrapper::~SensorWrapper() = default;
 
+sensor_helpers::ImageSensor SensorWrapper::getSensorData(){
+    return sensorData;
+}
+
 void SensorWrapper::subCB(const sensor_msgs::msg::Image& img) {
     dai::ImgFrame data;
     converter->toDaiMsg(img, data);
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index ebe7e860..b8457ba4 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -18,16 +18,21 @@
 
 namespace depthai_ros_driver {
 namespace dai_nodes {
-Stereo::Stereo(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline, std::shared_ptr<dai::Device> device)
-    : BaseNode(daiNodeName, node, pipeline) {
+Stereo::Stereo(const std::string& daiNodeName,
+               rclcpp::Node* node,
+               std::shared_ptr<dai::Pipeline> pipeline,
+               std::shared_ptr<dai::Device> device,
+               StereoSensorInfo leftInfo,
+               StereoSensorInfo rightInfo)
+    : BaseNode(daiNodeName, node, pipeline), leftSensInfo(leftInfo), rightSensInfo(rightInfo) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
     setNames();
     stereoCamNode = pipeline->create<dai::node::StereoDepth>();
-    left = std::make_unique<SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::LEFT, false);
-    right = std::make_unique<SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::RIGHT, false);
+    left = std::make_unique<SensorWrapper>(leftInfo.name, node, pipeline, device, leftInfo.socket, false);
+    right = std::make_unique<SensorWrapper>(rightInfo.name, node, pipeline, device, rightInfo.socket, false);
 
     ph = std::make_unique<param_handlers::StereoParamHandler>(node, daiNodeName);
-    ph->declareParams(stereoCamNode);
+    ph->declareParams(stereoCamNode, rightInfo.name);
     setXinXout(pipeline);
     left->link(stereoCamNode->left);
     right->link(stereoCamNode->right);
@@ -36,79 +41,183 @@ Stereo::Stereo(const std::string& daiNodeName, rclcpp::Node* node, std::shared_p
 Stereo::~Stereo() = default;
 void Stereo::setNames() {
     stereoQName = getName() + "_stereo";
+    leftRectQName = getName() + "_left_rect";
+    rightRectQName = getName() + "_right_rect";
 }
 
 void Stereo::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
-    xoutStereo = pipeline->create<dai::node::XLinkOut>();
-    xoutStereo->setStreamName(stereoQName);
-    if(ph->getParam<bool>("i_low_bandwidth")) {
-        videoEnc = sensor_helpers::createEncoder(pipeline, ph->getParam<int>("i_low_bandwidth_quality"));
-        stereoCamNode->disparity.link(videoEnc->input);
-        videoEnc->bitstream.link(xoutStereo->input);
-    } else {
-        if(ph->getParam<bool>("i_output_disparity")) {
-            stereoCamNode->disparity.link(xoutStereo->input);
+    if(ph->getParam<bool>("i_publish_topic")) {
+        xoutStereo = pipeline->create<dai::node::XLinkOut>();
+        xoutStereo->setStreamName(stereoQName);
+        if(ph->getParam<bool>("i_low_bandwidth")) {
+            stereoEnc = sensor_helpers::createEncoder(pipeline, ph->getParam<int>("i_low_bandwidth_quality"));
+            stereoCamNode->disparity.link(stereoEnc->input);
+            stereoEnc->bitstream.link(xoutStereo->input);
+        } else {
+            if(ph->getParam<bool>("i_output_disparity")) {
+                stereoCamNode->disparity.link(xoutStereo->input);
+            } else {
+                stereoCamNode->depth.link(xoutStereo->input);
+            }
+        }
+    }
+    if(ph->getParam<bool>("i_publish_left_rect")) {
+        xoutLeftRect = pipeline->create<dai::node::XLinkOut>();
+        xoutLeftRect->setStreamName(leftRectQName);
+        if(ph->getParam<bool>("i_left_rect_low_bandwidth")) {
+            leftRectEnc = sensor_helpers::createEncoder(pipeline, ph->getParam<int>("i_left_rect_low_bandwidth_quality"));
+            stereoCamNode->rectifiedLeft.link(leftRectEnc->input);
+            leftRectEnc->bitstream.link(xoutLeftRect->input);
         } else {
-            stereoCamNode->depth.link(xoutStereo->input);
+            stereoCamNode->rectifiedLeft.link(xoutLeftRect->input);
+        }
+    }
+
+    if(ph->getParam<bool>("i_publish_right_rect")) {
+        xoutRightRect = pipeline->create<dai::node::XLinkOut>();
+        xoutRightRect->setStreamName(rightRectQName);
+        if(ph->getParam<bool>("i_right_rect_low_bandwidth")) {
+            rightRectEnc = sensor_helpers::createEncoder(pipeline, ph->getParam<int>("i_right_rect_low_bandwidth_quality"));
+            stereoCamNode->rectifiedRight.link(rightRectEnc->input);
+            rightRectEnc->bitstream.link(xoutRightRect->input);
+        } else {
+            stereoCamNode->rectifiedRight.link(xoutRightRect->input);
         }
     }
 }
 
-void Stereo::setupQueues(std::shared_ptr<dai::Device> device) {
-    left->setupQueues(device);
-    right->setupQueues(device);
+void Stereo::setupLeftRectQueue(std::shared_ptr<dai::Device> device) {
+    leftRectQ = device->getOutputQueue(leftRectQName, ph->getOtherNodeParam<int>(leftSensInfo.name, "i_max_q_size"), false);
+    auto tfPrefix = getTFPrefix(leftSensInfo.name);
+    leftRectConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
+    leftRectIM = std::make_shared<camera_info_manager::CameraInfoManager>(
+        getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + leftSensInfo.name).get(), "/rect");
+    auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
+                                             *leftRectConv,
+                                             device,
+                                             leftSensInfo.socket,
+                                             ph->getOtherNodeParam<int>(leftSensInfo.name, "i_width"),
+                                             ph->getOtherNodeParam<int>(leftSensInfo.name, "i_height"));
+    leftRectIM->setCameraInfo(info);
+    leftRectPub = image_transport::create_camera_publisher(getROSNode(), "~/" + leftSensInfo.name + "/image_rect");
+    dai::RawImgFrame::Type encType = dai::RawImgFrame::Type::GRAY8;
+    if(left->getSensorData().color){
+        encType = dai::RawImgFrame::Type::BGR888i;
+    }
+    if(ph->getParam<bool>("i_left_rect_low_bandwidth")) {
+        leftRectQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
+                                         std::placeholders::_1,
+                                         std::placeholders::_2,
+                                         *leftRectConv,
+                                         leftRectPub,
+                                         leftRectIM,
+                                         encType));
+    } else {
+        leftRectQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *leftRectConv, leftRectPub, leftRectIM));
+    }
+}
+
+void Stereo::setupRightRectQueue(std::shared_ptr<dai::Device> device) {
+    rightRectQ = device->getOutputQueue(rightRectQName, ph->getOtherNodeParam<int>(rightSensInfo.name, "i_max_q_size"), false);
+    auto tfPrefix = getTFPrefix(rightSensInfo.name);
+    rightRectConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
+    rightRectIM = std::make_shared<camera_info_manager::CameraInfoManager>(
+        getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + rightSensInfo.name).get(), "/rect");
+    auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
+                                             *rightRectConv,
+                                             device,
+                                             rightSensInfo.socket,
+                                             ph->getOtherNodeParam<int>(rightSensInfo.name, "i_width"),
+                                             ph->getOtherNodeParam<int>(rightSensInfo.name, "i_height"));
+    rightRectIM->setCameraInfo(info);
+    rightRectPub = image_transport::create_camera_publisher(getROSNode(), "~/" + rightSensInfo.name + "/image_rect");
+    dai::RawImgFrame::Type encType = dai::RawImgFrame::Type::GRAY8;
+    if(right->getSensorData().color){
+        encType = dai::RawImgFrame::Type::BGR888i;
+    }
+    if(ph->getParam<bool>("i_right_rect_low_bandwidth")) {
+        rightRectQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
+                                         std::placeholders::_1,
+                                         std::placeholders::_2,
+                                         *rightRectConv,
+                                         rightRectPub,
+                                         rightRectIM,
+                                         encType));
+    } else {
+        rightRectQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *rightRectConv, rightRectPub, rightRectIM));
+    }
+}
+
+void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     stereoQ = device->getOutputQueue(stereoQName, ph->getParam<int>("i_max_q_size"), false);
     std::string tfPrefix;
     if(ph->getParam<bool>("i_align_depth")) {
         tfPrefix = getTFPrefix("rgb");
     } else {
-        tfPrefix = getTFPrefix("right");
+        tfPrefix = getTFPrefix(rightSensInfo.name);
     }
-    imageConverter = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
+    stereoConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
 
     stereoPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
-    infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
+    stereoIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
-                                             *imageConverter,
+                                             *stereoConv,
                                              device,
                                              static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")),
                                              ph->getParam<int>("i_width"),
                                              ph->getParam<int>("i_height"));
     auto calibHandler = device->readCalibration();
     info.p[3] = calibHandler.getBaselineDistance() * 10.0;  // baseline in mm
-    infoManager->setCameraInfo(info);
+    stereoIM->setCameraInfo(info);
 
     if(ph->getParam<bool>("i_low_bandwidth")) {
         if(ph->getParam<bool>("i_output_disparity")) {
             stereoQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
                                            std::placeholders::_1,
                                            std::placeholders::_2,
-                                           *imageConverter,
+                                           *stereoConv,
                                            stereoPub,
-                                           infoManager,
+                                           stereoIM,
                                            dai::RawImgFrame::Type::GRAY8));
         } else {
             // converting disp->depth
-            stereoQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
-                                           std::placeholders::_1,
-                                           std::placeholders::_2,
-                                           *imageConverter,
-                                           stereoPub,
-                                           infoManager,
-                                           dai::RawImgFrame::Type::RAW8));
+            stereoQ->addCallback(std::bind(
+                sensor_helpers::compressedImgCB, std::placeholders::_1, std::placeholders::_2, *stereoConv, stereoPub, stereoIM, dai::RawImgFrame::Type::RAW8));
         }
     } else {
         if(ph->getParam<bool>("i_output_disparity")) {
-            stereoQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *imageConverter, stereoPub, infoManager));
+            stereoQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *stereoConv, stereoPub, stereoIM));
         }
-        stereoQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *imageConverter, stereoPub, infoManager));
+        stereoQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *stereoConv, stereoPub, stereoIM));
+    }
+}
+
+void Stereo::setupQueues(std::shared_ptr<dai::Device> device) {
+    left->setupQueues(device);
+    right->setupQueues(device);
+    if(ph->getParam<bool>("i_publish_topic")) {
+        setupStereoQueue(device);
+    }
+    if(ph->getParam<bool>("i_publish_left_rect")) {
+        setupLeftRectQueue(device);
+    }
+    if(ph->getParam<bool>("i_publish_right_rect")) {
+        setupRightRectQueue(device);
     }
 }
 void Stereo::closeQueues() {
     left->closeQueues();
     right->closeQueues();
-    stereoQ->close();
+    if(ph->getParam<bool>("i_publish_topic")) {
+        stereoQ->close();
+    }
+    if(ph->getParam<bool>("i_publish_left_rect")) {
+        leftRectQ->close();
+    }
+    if(ph->getParam<bool>("i_publish_right_rect")) {
+        rightRectQ->close();
+    }
 }
 
 void Stereo::link(dai::Node::Input in, int /*linkType*/) {
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index d1fb3165..c05a4b50 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -26,6 +26,11 @@ void SensorParamHandler::declareCommonParams() {
     declareAndLogParam<bool>("i_disable_node", false);
     declareAndLogParam<bool>("i_get_base_device_timestamp", false);
     declareAndLogParam<int>("i_board_socket_id", 0);
+    fSyncModeMap = {
+        {"OFF", dai::CameraControl::FrameSyncMode::OFF},
+        {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
+        {"INPUT", dai::CameraControl::FrameSyncMode::INPUT},
+    };
 }
 
 void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> monoCam,
@@ -49,9 +54,15 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> mo
     size_t iso = declareAndLogParam("r_iso", 800, getRangedIntDescriptor(100, 1600));
     size_t exposure = declareAndLogParam("r_exposure", 1000, getRangedIntDescriptor(1, 33000));
 
-    if(declareAndLogParam("r_set_man_exposure", false)) {
+    if(declareAndLogParam<bool>("r_set_man_exposure", false)) {
         monoCam->initialControl.setManualExposure(exposure, iso);
     }
+    if(declareAndLogParam<bool>("i_fsync_continuous", false)){
+        monoCam->initialControl.setFrameSyncMode(utils::getValFromMap(declareAndLogParam<std::string>("i_fsync_mode", "INPUT"), fSyncModeMap));
+    }
+    if(declareAndLogParam<bool>("i_fsync_trigger", false)){
+        monoCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
+    }
 }
 void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam,
                                        dai::CameraBoardSocket socket,
@@ -113,6 +124,12 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     if(declareAndLogParam("r_set_man_whitebalance", false)) {
         colorCam->initialControl.setManualWhiteBalance(whitebalance);
     }
+    if(declareAndLogParam<bool>("i_fsync_continuous", false)){
+        colorCam->initialControl.setFrameSyncMode(utils::getValFromMap(declareAndLogParam<std::string>("i_fsync_mode", "INPUT"), fSyncModeMap));
+    }
+    if(declareAndLogParam<bool>("i_fsync_trigger", false)){
+        colorCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
+    }
 }
 dai::CameraControl SensorParamHandler::setRuntimeParams(const std::vector<rclcpp::Parameter>& params) {
     dai::CameraControl ctrl;
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index 78532081..198b2fb7 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -37,35 +37,47 @@ StereoParamHandler::StereoParamHandler(rclcpp::Node* node, const std::string& na
 }
 
 StereoParamHandler::~StereoParamHandler() = default;
-void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> stereo) {
+void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::string& rightName) {
     declareAndLogParam<int>("i_max_q_size", 30);
     declareAndLogParam<bool>("i_low_bandwidth", false);
     declareAndLogParam<int>("i_low_bandwidth_quality", 50);
     declareAndLogParam<bool>("i_output_disparity", false);
     declareAndLogParam<bool>("i_get_base_device_timestamp", false);
+    declareAndLogParam<bool>("i_publish_topic", true);
+    
+    declareAndLogParam<bool>("i_publish_left_rect", false);
+    declareAndLogParam<bool>("i_left_rect_low_bandwidth", false);
+    declareAndLogParam<int>("i_left_rect_low_bandwidth_quality", 50);
+
+    declareAndLogParam<bool>("i_publish_right_rect", false);
+    declareAndLogParam<bool>("i_right_rect_low_bandwidth", false);
+    declareAndLogParam<int>("i_right_rect_low_bandwidth_quality", 50);
+
     stereo->setLeftRightCheck(declareAndLogParam<bool>("i_lr_check", true));
     int width = 1280;
     int height = 720;
+    dai::CameraBoardSocket socket = dai::CameraBoardSocket::RIGHT;
     if(declareAndLogParam<bool>("i_align_depth", true)) {
-        declareAndLogParam<int>("i_board_socket_id", static_cast<int>(dai::CameraBoardSocket::RGB));
-        stereo->setDepthAlign(dai::CameraBoardSocket::RGB);
         try {
             width = getROSNode()->get_parameter("rgb.i_width").as_int();
             height = getROSNode()->get_parameter("rgb.i_height").as_int();
+            socket = static_cast<dai::CameraBoardSocket>(getROSNode()->get_parameter("rgb.i_board_socket_id").as_int());
         } catch(rclcpp::exceptions::ParameterNotDeclaredException& e) {
             RCLCPP_ERROR(getROSNode()->get_logger(), "RGB parameters not set, defaulting to 1280x720 unless specified otherwise.");
         }
 
     } else {
-        declareAndLogParam<int>("i_board_socket_id", static_cast<int>(dai::CameraBoardSocket::RIGHT));
         try {
-            width = getROSNode()->get_parameter("right.i_width").as_int();
-            height = getROSNode()->get_parameter("right.i_height").as_int();
+            width = getROSNode()->get_parameter(rightName + ".i_width").as_int();
+            height = getROSNode()->get_parameter(rightName + ".i_height").as_int();
+            socket = static_cast<dai::CameraBoardSocket>(getROSNode()->get_parameter(rightName + ".i_board_socket_id").as_int());
         } catch(rclcpp::exceptions::ParameterNotDeclaredException& e) {
             RCLCPP_ERROR(getROSNode()->get_logger(), "Right parameters not set, defaulting to 1280x720 unless specified otherwise.");
         }
-        stereo->setDepthAlign(dai::CameraBoardSocket::RIGHT);
     }
+    declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket));
+    stereo->setDepthAlign(socket);
+            
     if(declareAndLogParam<bool>("i_set_input_size", false)) {
         stereo->setInputResolution(declareAndLogParam<int>("i_input_width", 1280), declareAndLogParam<int>("i_input_height", 720));
     }

From 40dec097713086b6aa0b4899e99ed14ee965a3f6 Mon Sep 17 00:00:00 2001
From: nelson <kaichie.lee@gmail.com>
Date: Fri, 16 Jun 2023 12:33:01 +0100
Subject: [PATCH 03/38] add brightness filter (#284)

---
 depthai_ros_driver/config/camera.yaml                         | 3 +++
 .../src/param_handlers/stereo_param_handler.cpp               | 4 ++++
 2 files changed, 7 insertions(+)

diff --git a/depthai_ros_driver/config/camera.yaml b/depthai_ros_driver/config/camera.yaml
index aa4c7ad6..1082cb2a 100644
--- a/depthai_ros_driver/config/camera.yaml
+++ b/depthai_ros_driver/config/camera.yaml
@@ -112,6 +112,9 @@
       i_enable_speckle_filter: false
       i_enable_temporal_filter: false
       i_enable_threshold_filter: false
+      i_enable_brightness_filter: false
+      i_brightness_filter_min_brightness: 1
+      i_brightness_filter_max_brightness: 256
       i_extended_disp: false
       i_height: 720
       i_low_bandwidth: false
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index 198b2fb7..f334264f 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -122,6 +122,10 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
         config.postProcessing.thresholdFilter.minRange = declareAndLogParam<int>("i_threshold_filter_min_range", 400);
         config.postProcessing.thresholdFilter.maxRange = declareAndLogParam<int>("i_threshold_filter_max_range", 15000);
     }
+    if(declareAndLogParam<bool>("i_enable_brightness_filter", false)) {
+        config.postProcessing.brightnessFilter.minBrightness = declareAndLogParam<int>("i_brightness_filter_min_brightness", 0);
+        config.postProcessing.brightnessFilter.maxBrightness = declareAndLogParam<int>("i_brightness_filter_max_brightness", 256);
+    }
     if(declareAndLogParam<bool>("i_enable_decimation_filter", false)) {
         config.postProcessing.decimationFilter.decimationMode =
             utils::getValFromMap(declareAndLogParam<std::string>("i_decimation_filter_decimation_mode", "PIXEL_SKIPPING"), decimationModeMap);

From e8defa1c88a4b3752dd1c6e6ba2760ca644b5751 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Fri, 16 Jun 2023 17:22:24 +0200
Subject: [PATCH 04/38] Pipeline generation as plugins (#321)

---
 .github/pull_request_template.md              |  15 ++
 README.md                                     |  20 +++
 depthai-ros/CHANGELOG.rst                     |  10 +-
 depthai-ros/CMakeLists.txt                    |   2 +-
 depthai-ros/package.xml                       |   2 +-
 depthai_bridge/CMakeLists.txt                 |   2 +-
 .../include/depthai_bridge/ImuConverter.hpp   |  15 +-
 depthai_bridge/package.xml                    |   2 +-
 depthai_bridge/src/ImuConverter.cpp           |  22 ++-
 depthai_descriptions/CMakeLists.txt           |   2 +-
 depthai_descriptions/launch/urdf.launch       |  33 ----
 depthai_descriptions/package.xml              |   2 +-
 .../urdf/include/depthai_macro.urdf.xacro     |   1 -
 .../urdf/models/OAK-D-PRO-W.stl               | Bin 0 -> 12315384 bytes
 depthai_examples/CMakeLists.txt               |   2 +-
 .../launch/stereo_inertial_node.launch.py     |   2 +
 depthai_examples/package.xml                  |   2 +-
 depthai_filters/CMakeLists.txt                |   2 +-
 depthai_filters/package.xml                   |   2 +-
 depthai_ros_driver/CMakeLists.txt             |  29 ++-
 depthai_ros_driver/config/camera.yaml         |   9 +-
 .../dai_nodes/nn/detection.hpp                |  20 ++-
 .../dai_nodes/nn/spatial_detection.hpp        |  23 ++-
 .../pipeline/base_pipeline.hpp                |  62 +++++++
 .../pipeline/base_types.hpp                   |  65 +++++++
 .../{ => pipeline}/pipeline_generator.hpp     |  23 +--
 .../include/depthai_ros_driver/utils.hpp      |   2 +-
 depthai_ros_driver/launch/rtabmap.launch.py   |  12 +-
 depthai_ros_driver/package.xml                |   3 +-
 depthai_ros_driver/plugins.xml                |  20 +++
 depthai_ros_driver/src/camera.cpp             |   2 +-
 .../src/dai_nodes/sensors/imu.cpp             |   3 +-
 .../src/param_handlers/imu_param_handler.cpp  |   1 +
 .../src/pipeline/base_types.cpp               | 155 ++++++++++++++++
 .../src/pipeline/pipeline_generator.cpp       |  71 ++++++++
 depthai_ros_driver/src/pipeline_generator.cpp | 170 ------------------
 depthai_ros_msgs/CMakeLists.txt               |   2 +-
 depthai_ros_msgs/package.xml                  |   2 +-
 38 files changed, 538 insertions(+), 274 deletions(-)
 create mode 100644 .github/pull_request_template.md
 delete mode 100644 depthai_descriptions/launch/urdf.launch
 create mode 100644 depthai_descriptions/urdf/models/OAK-D-PRO-W.stl
 create mode 100644 depthai_ros_driver/include/depthai_ros_driver/pipeline/base_pipeline.hpp
 create mode 100644 depthai_ros_driver/include/depthai_ros_driver/pipeline/base_types.hpp
 rename depthai_ros_driver/include/depthai_ros_driver/{ => pipeline}/pipeline_generator.hpp (68%)
 create mode 100644 depthai_ros_driver/plugins.xml
 create mode 100644 depthai_ros_driver/src/pipeline/base_types.cpp
 create mode 100644 depthai_ros_driver/src/pipeline/pipeline_generator.cpp
 delete mode 100644 depthai_ros_driver/src/pipeline_generator.cpp

diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
new file mode 100644
index 00000000..06987a25
--- /dev/null
+++ b/.github/pull_request_template.md
@@ -0,0 +1,15 @@
+## Overview
+Author: 
+
+## Issue 
+Issue link (if present):
+Issue description:
+Related PRs
+
+## Changes
+ROS distro:
+List of changes:
+
+## Testing
+Hardware used:
+Depthai library version:
diff --git a/README.md b/README.md
index 3c949c40..1394aa9b 100644
--- a/README.md
+++ b/README.md
@@ -185,6 +185,26 @@ As for the parameters themselves, there are a few crucial ones that decide on ho
   * `Depth` - Publishes only depth stream, no NN available
   * `CamArray` - Publishes streams for all detected sensors, no NN available
 This tells the camera whether it should load stereo components. Default set to `RGBD`.
+It is also possible to create a custom pipeline since all types are defined as plugins. 
+
+To do that, you can create a custom package (let's say `test_plugins`), create an executable in that package (`test_plugins.cpp`). Inside that file, define a cusom plugin that inherits from `depthai_ros_driver::pipeline_gen::BasePipeline` and overrides `createPipeline` method.
+
+After that export plugin, for example:
+
+```c++
+#include <pluginlib/class_list_macros.hpp>
+PLUGINLIB_EXPORT_CLASS(test_plugins::Test, depthai_ros_driver::pipeline_gen::BasePipeline)
+```
+Add plugin definition:
+```xml
+<library path="test_plugins">
+    <class type="test_plugins::Test" base_class_type="depthai_ros_driver::pipeline_gen::BasePipeline">
+        <description>Test Pipeline.</description>
+    </class>
+</library>
+```
+
+Now you can use created plugin as pipeline, just set `camera.i_pipeline_type` to `test_plugins::Test`.
 
 * `camera.i_nn_type` can be either `none`, `rgb` or `spatial`. This is responsible for whether the NN that we load should also take depth information (and for example provide detections in 3D format). Default set to `spatial`
 * `camera.i_mx_id`/`camera.i_ip`/`camera.i_usb_port_id` are for connecting to a specific camera. If not set, it automatically connects to the next available device. You can get those parameters from logs by running the default launch file.
diff --git a/depthai-ros/CHANGELOG.rst b/depthai-ros/CHANGELOG.rst
index d7a61e1b..22e5e1a3 100644
--- a/depthai-ros/CHANGELOG.rst
+++ b/depthai-ros/CHANGELOG.rst
@@ -2,7 +2,15 @@
 Changelog for package depthai-ros
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-2.7.2 (20230-5-08)
+2.7.3 (20230-06-16)
+
+* Pipeline generation as a plugin
+* Fixed bounding box generation issue
+* Stereo rectified streams publishing
+* Camera trigger mechanisms
+* Brightness filter
+
+2.7.2 (20230-05-08)
 * IMU improvements
 
 2.7.1 (2023-03-29)
diff --git a/depthai-ros/CMakeLists.txt b/depthai-ros/CMakeLists.txt
index d69c7aa3..890f0ec9 100644
--- a/depthai-ros/CMakeLists.txt
+++ b/depthai-ros/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai-ros VERSION 2.7.2 LANGUAGES CXX C)
+project(depthai-ros VERSION 2.7.3 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 
diff --git a/depthai-ros/package.xml b/depthai-ros/package.xml
index e3f6e0e6..8b354deb 100644
--- a/depthai-ros/package.xml
+++ b/depthai-ros/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai-ros</name>
-  <version>2.7.2</version>
+  <version>2.7.3</version>
   <description>The depthai-ros package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index 41041145..e3d077e9 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -1,7 +1,7 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 
-project(depthai_bridge VERSION 2.7.2 LANGUAGES CXX C)
+project(depthai_bridge VERSION 2.7.3 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_bridge/include/depthai_bridge/ImuConverter.hpp b/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
index e74a6f99..74f8a471 100644
--- a/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
@@ -32,7 +32,8 @@ class ImuConverter {
                  double angular_velocity_cov = 0.0,
                  double rotation_cov = 0.0,
                  double magnetic_field_cov = 0.0,
-                 bool enable_rotation = false);
+                 bool enable_rotation = false,
+                 bool getBaseDeviceTimestamp = false);
     ~ImuConverter();
     void toRosMsg(std::shared_ptr<dai::IMUData> inData, std::deque<ImuMsgs::Imu>& outImuMsgs);
     void toRosDaiMsg(std::shared_ptr<dai::IMUData> inData, std::deque<depthai_ros_msgs::msg::ImuWithMagneticField>& outImuMsgs);
@@ -112,6 +113,7 @@ class ImuConverter {
     ImuSyncMethod _syncMode;
     std::chrono::time_point<std::chrono::steady_clock> _steadyBaseTime;
     rclcpp::Time _rosBaseTime;
+    bool _getBaseDeviceTimestamp;
 
     void fillImuMsg(dai::IMUReportAccelerometer report, ImuMsgs::Imu& msg);
     void fillImuMsg(dai::IMUReportGyroscope report, ImuMsgs::Imu& msg);
@@ -124,7 +126,7 @@ class ImuConverter {
     void fillImuMsg(dai::IMUReportMagneticField report, depthai_ros_msgs::msg::ImuWithMagneticField& msg);
 
     template <typename I, typename S, typename T, typename F, typename M>
-    void CreateUnitMessage(I first, S second, T third, F fourth, M& msg, dai::Timestamp timestamp) {
+    void CreateUnitMessage(I first, S second, T third, F fourth, M& msg, std::chrono::_V2::steady_clock::time_point timestamp) {
         fillImuMsg(first, msg);
         fillImuMsg(second, msg);
         fillImuMsg(third, msg);
@@ -132,7 +134,7 @@ class ImuConverter {
 
         msg.header.frame_id = _frameName;
 
-        msg.header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, timestamp.get());
+        msg.header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, timestamp);
     }
 
     template <typename I, typename S, typename T, typename F, typename M>
@@ -162,7 +164,12 @@ class ImuConverter {
                         const double alpha = diff.count() / dt;
                         I interp = lerpImu(interp0, interp1, alpha);
                         M msg;
-                        CreateUnitMessage(interp, currSecond, currThird, currFourth, msg, currSecond.timestamp);
+                        std::chrono::_V2::steady_clock::time_point tstamp;
+                        if(_getBaseDeviceTimestamp)
+                            tstamp = currSecond.getTimestampDevice();
+                        else
+                            tstamp = currSecond.getTimestamp();
+                        CreateUnitMessage(interp, currSecond, currThird, currFourth, msg, tstamp);
                         imuMsgs.push_back(msg);
                         second.pop_front();
                         third.pop_front();
diff --git a/depthai_bridge/package.xml b/depthai_bridge/package.xml
index 49e75867..e84f6e96 100644
--- a/depthai_bridge/package.xml
+++ b/depthai_bridge/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_bridge</name>
-  <version>2.7.2</version>
+  <version>2.7.3</version>
   <description>The depthai_bridge package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_bridge/src/ImuConverter.cpp b/depthai_bridge/src/ImuConverter.cpp
index baa937bd..54eea829 100644
--- a/depthai_bridge/src/ImuConverter.cpp
+++ b/depthai_bridge/src/ImuConverter.cpp
@@ -13,7 +13,8 @@ ImuConverter::ImuConverter(const std::string& frameName,
                            double angular_velocity_cov,
                            double rotation_cov,
                            double magnetic_field_cov,
-                           bool enable_rotation)
+                           bool enable_rotation,
+                           bool getBaseDeviceTimestamp)
     : _frameName(frameName),
       _syncMode(syncMode),
       _linear_accel_cov(linear_accel_cov),
@@ -22,7 +23,8 @@ ImuConverter::ImuConverter(const std::string& frameName,
       _magnetic_field_cov(magnetic_field_cov),
       _enable_rotation(enable_rotation),
       _sequenceNum(0),
-      _steadyBaseTime(std::chrono::steady_clock::now()) {
+      _steadyBaseTime(std::chrono::steady_clock::now()),
+      _getBaseDeviceTimestamp(getBaseDeviceTimestamp) {
     _rosBaseTime = rclcpp::Clock().now();
 }
 
@@ -91,7 +93,13 @@ void ImuConverter::toRosMsg(std::shared_ptr<dai::IMUData> inData, std::deque<Imu
             auto rot = inData->packets[i].rotationVector;
             auto magn = inData->packets[i].magneticField;
             ImuMsgs::Imu msg;
-            CreateUnitMessage(accel, gyro, rot, magn, msg, accel.timestamp);
+            std::chrono::_V2::steady_clock::time_point tstamp;
+            if(_getBaseDeviceTimestamp)
+                tstamp = accel.getTimestampDevice();
+            else
+                tstamp = accel.getTimestamp();
+
+            CreateUnitMessage(accel, gyro, rot, magn, msg, tstamp);
             outImuMsgs.push_back(msg);
         }
     }
@@ -107,7 +115,13 @@ void ImuConverter::toRosDaiMsg(std::shared_ptr<dai::IMUData> inData, std::deque<
             auto rot = inData->packets[i].rotationVector;
             auto magn = inData->packets[i].magneticField;
             depthai_ros_msgs::msg::ImuWithMagneticField msg;
-            CreateUnitMessage(accel, gyro, rot, magn, msg, accel.timestamp);
+            std::chrono::_V2::steady_clock::time_point tstamp;
+            if(_getBaseDeviceTimestamp)
+                tstamp = accel.getTimestampDevice();
+            else
+                tstamp = accel.getTimestamp();
+
+            CreateUnitMessage(accel, gyro, rot, magn, msg, tstamp);
             outImuMsgs.push_back(msg);
         }
     }
diff --git a/depthai_descriptions/CMakeLists.txt b/depthai_descriptions/CMakeLists.txt
index 541f4678..cdc65c8f 100644
--- a/depthai_descriptions/CMakeLists.txt
+++ b/depthai_descriptions/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_descriptions VERSION 2.7.2)
+project(depthai_descriptions VERSION 2.7.3)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_descriptions/launch/urdf.launch b/depthai_descriptions/launch/urdf.launch
deleted file mode 100644
index 2d9dc6af..00000000
--- a/depthai_descriptions/launch/urdf.launch
+++ /dev/null
@@ -1,33 +0,0 @@
-<?xml version="1.0"?>
-<launch>
-    <!-- <args for urdf/> -->
-    <arg name="camera_model"         default="OAK-D" />
-    <arg name="tf_prefix"            default="oak" />
-
-    <arg name="base_frame"           default="oak-d_frame" />
-    <arg name="parent_frame"         default="oak-d-base-frame" />
-
-    <arg name="cam_pos_x"             default="0.0" /> <!-- Position respect to base frame (i.e. "base_link) -->
-    <arg name="cam_pos_y"             default="0.0" /> <!-- Position respect to base frame (i.e. "base_link) -->
-    <arg name="cam_pos_z"             default="0.0" /> <!-- Position respect to base frame (i.e. "base_link) -->
-    <arg name="cam_roll"              default="0.0" /> <!-- Orientation respect to base frame (i.e. "base_link) -->
-    <arg name="cam_pitch"             default="0.0" /> <!-- Orientation respect to base frame (i.e. "base_link) -->
-    <arg name="cam_yaw"               default="0.0" /> <!-- Orientation respect to base frame (i.e. "base_link) -->
-
-
-    <param name="robot_description"
-               command="$(find xacro)/xacro '$(find depthai_descriptions)/urdf/depthai_descr.urdf.xacro'
-                        camera_name:=$(arg tf_prefix)
-                        camera_model:=$(arg camera_model)
-                        base_frame:=$(arg base_frame)
-                        parent_frame:=$(arg parent_frame)
-                        cam_pos_x:=$(arg cam_pos_x)
-                        cam_pos_y:=$(arg cam_pos_y)
-                        cam_pos_z:=$(arg cam_pos_z)
-                        cam_roll:=$(arg cam_roll)
-                        cam_pitch:=$(arg cam_pitch)
-                        cam_yaw:=$(arg cam_yaw)"/>
-
-
-    <node name="$(arg tf_prefix)_state_publisher" pkg="robot_state_publisher" type="robot_state_publisher" output="screen" required="true"/>
-</launch>
diff --git a/depthai_descriptions/package.xml b/depthai_descriptions/package.xml
index 2e74de72..474adbb5 100644
--- a/depthai_descriptions/package.xml
+++ b/depthai_descriptions/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_descriptions</name>
-  <version>2.7.2</version>
+  <version>2.7.3</version>
   <description>The depthai_descriptions package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
index fc1c9e6f..df541ec7 100644
--- a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
+++ b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
@@ -24,7 +24,6 @@
       <xacro:property name="imu_y" value="0" />
     </xacro:if>
 
-
     <!-- base_link of the sensor-->
     <link name="${base_frame}"/>
 
diff --git a/depthai_descriptions/urdf/models/OAK-D-PRO-W.stl b/depthai_descriptions/urdf/models/OAK-D-PRO-W.stl
new file mode 100644
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literal 0
HcmV?d00001

diff --git a/depthai_examples/CMakeLists.txt b/depthai_examples/CMakeLists.txt
index c5a097b4..f343ebff 100644
--- a/depthai_examples/CMakeLists.txt
+++ b/depthai_examples/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
-project(depthai_examples VERSION 2.7.2 LANGUAGES CXX C)
+project(depthai_examples VERSION 2.7.3 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_examples/launch/stereo_inertial_node.launch.py b/depthai_examples/launch/stereo_inertial_node.launch.py
index 1cc34900..ee5f24c7 100644
--- a/depthai_examples/launch/stereo_inertial_node.launch.py
+++ b/depthai_examples/launch/stereo_inertial_node.launch.py
@@ -153,6 +153,7 @@ def generate_launch_description():
         'cam_yaw',
         default_value=cam_yaw,
         description='Yaw orientation of the camera with respect to the base frame.')
+    
 
     declare_lrcheck_cmd = DeclareLaunchArgument(
         'lrcheck',
@@ -298,6 +299,7 @@ def generate_launch_description():
         'enableRviz',
         default_value=enableRviz,
         description='When True create a RVIZ window.')
+    
 
 
     urdf_launch = IncludeLaunchDescription(
diff --git a/depthai_examples/package.xml b/depthai_examples/package.xml
index 965e7122..bee9333f 100644
--- a/depthai_examples/package.xml
+++ b/depthai_examples/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_examples</name>
-  <version>2.7.2</version>
+  <version>2.7.3</version>
   <description>The depthai_examples package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index d40d3406..85c10140 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_filters VERSION 2.7.2 LANGUAGES CXX C)
+project(depthai_filters VERSION 2.7.3 LANGUAGES CXX C)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_filters/package.xml b/depthai_filters/package.xml
index 4a7143c2..691417dd 100644
--- a/depthai_filters/package.xml
+++ b/depthai_filters/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_filters</name>
-  <version>2.7.2</version>
+  <version>2.7.3</version>
   <description>Depthai filters package</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <license>MIT</license>
diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index 07622d61..73723316 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.22)
-project(depthai_ros_driver VERSION 2.7.2)
+project(depthai_ros_driver VERSION 2.7.3)
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 set(CMAKE_BUILD_SHARED_LIBS ON)
 set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
@@ -52,6 +52,7 @@ depthai
 rclcpp 
 rclcpp_components 
 std_srvs
+pluginlib
 )
 
 
@@ -103,7 +104,8 @@ target_link_libraries(
 add_library(
   ${PROJECT_NAME} SHARED
   src/camera.cpp
-  src/pipeline_generator.cpp
+  src/pipeline/pipeline_generator.cpp
+  src/pipeline/base_types.cpp
 )
 
 ament_target_dependencies(${PROJECT_NAME} ${CAM_DEPS})
@@ -116,18 +118,28 @@ target_link_libraries(
 
 
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::Camera")
+pluginlib_export_plugin_description_file(${PROJECT_NAME} plugins.xml)
 ament_export_include_directories(include)
 
+ament_export_targets(${PROJECT_NAME}Targets HAS_LIBRARY_TARGET)
+ament_export_libraries(${PROJECT_NAME})
+ament_export_dependencies(${COMMON_DEPS} ${SENSOR_DEPS} ${NN_DEPS} ${CAM_DEPS})
+
 install(DIRECTORY launch config DESTINATION share/${PROJECT_NAME})
 
-install(
-  TARGETS
-  ${PROJECT_NAME} ${COMMON_LIB_NAME} ${SENSOR_LIB_NAME} ${NN_LIB_NAME}
-  ARCHIVE DESTINATION lib
-  LIBRARY DESTINATION lib
-  RUNTIME DESTINATION bin
+install(TARGETS ${PROJECT_NAME}  ${SENSOR_LIB_NAME}
+${NN_LIB_NAME}
+${COMMON_LIB_NAME}
+EXPORT ${PROJECT_NAME}Targets
+        ARCHIVE DESTINATION lib
+        LIBRARY DESTINATION lib
+        RUNTIME DESTINATION bin
+        INCLUDES DESTINATION include
 )
 
+install(EXPORT ${PROJECT_NAME}Targets
+      DESTINATION share/${PROJECT_NAME}/cmake)
+
 ament_python_install_package(${PROJECT_NAME})
 # Install Python executables
 install(
@@ -139,6 +151,7 @@ install(
 ament_export_include_directories(
   include
 )
+
 install(
     DIRECTORY include/
     DESTINATION include
diff --git a/depthai_ros_driver/config/camera.yaml b/depthai_ros_driver/config/camera.yaml
index 1082cb2a..2ebd09db 100644
--- a/depthai_ros_driver/config/camera.yaml
+++ b/depthai_ros_driver/config/camera.yaml
@@ -18,6 +18,7 @@
       i_acc_freq: 400
       i_acc_cov: 0.0
       i_batch_report_threshold: 1
+      i_get_base_device_timestamp: false
       i_enable_rotation: false
       i_gyro_cov: 0.0
       i_gyro_freq: 400
@@ -31,7 +32,7 @@
     left:
       i_board_socket_id: 1
       i_calibration_file: ''
-      i_get_base_device_timestamp: true
+      i_get_base_device_timestamp: false
       i_fps: 30.0
       i_height: 720
       i_low_bandwidth: false
@@ -53,7 +54,7 @@
     rgb:
       i_board_socket_id: 0
       i_simulate_from_topic: false
-      i_get_base_device_timestamp: true
+      i_get_base_device_timestamp: false
       i_disable_node: false
       i_calibration_file: ''
       i_enable_preview: false
@@ -82,7 +83,7 @@
     right:
       i_board_socket_id: 2
       i_calibration_file: ''
-      i_get_base_device_timestamp: true
+      i_get_base_device_timestamp: false
       i_fps: 30.0
       i_height: 720
       i_low_bandwidth: false
@@ -98,7 +99,7 @@
       r_set_man_exposure: false
     stereo:
       i_align_depth: true
-      i_get_base_device_timestamp: true
+      i_get_base_device_timestamp: false
       i_output_disparity: false
       i_bilateral_sigma: 0
       i_board_socket_id: 0
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index e222d53c..f190f64b 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -43,9 +43,19 @@ class Detection : public BaseNode {
     void setupQueues(std::shared_ptr<dai::Device> device) override {
         nnQ = device->getOutputQueue(nnQName, ph->getParam<int>("i_max_q_size"), false);
         auto tfPrefix = getTFPrefix("rgb");
+        int width;
+        int height;
+        if(ph->getParam<bool>("i_disable_resize")) {
+            width = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
+            height = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
+        }
+        else{
+            width = imageManip->initialConfig.getResizeConfig().width;
+            height = imageManip->initialConfig.getResizeConfig().height;
+        }
         detConverter = std::make_unique<dai::ros::ImgDetectionConverter>(tfPrefix + "_camera_optical_frame",
-                                                                         imageManip->initialConfig.getResizeConfig().width,
-                                                                         imageManip->initialConfig.getResizeConfig().height,
+                                                                         width,
+                                                                         height,
                                                                          false,
                                                                          ph->getParam<bool>("i_get_base_device_timestamp"));
         detPub = getROSNode()->template create_publisher<vision_msgs::msg::Detection2DArray>("~/" + getName() + "/detections", 10);
@@ -59,9 +69,9 @@ class Detection : public BaseNode {
             infoManager->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                                                     *imageConverter,
                                                                     device,
-                                                                    dai::CameraBoardSocket::RGB,
-                                                                    imageManip->initialConfig.getResizeWidth(),
-                                                                    imageManip->initialConfig.getResizeWidth()));
+                                                                    static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")),
+                                                                    width,
+                                                                    height));
 
             ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
             ptQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
index 9f4a8c2b..a1241d01 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
@@ -45,9 +45,19 @@ class SpatialDetection : public BaseNode {
     void setupQueues(std::shared_ptr<dai::Device> device) override {
         nnQ = device->getOutputQueue(nnQName, ph->getParam<int>("i_max_q_size"), false);
         auto tfPrefix = getTFPrefix("rgb");
+        int width;
+        int height;
+        if(ph->getParam<bool>("i_disable_resize")) {
+            width = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
+            height = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
+        }
+        else{
+            width = imageManip->initialConfig.getResizeConfig().width;
+            height = imageManip->initialConfig.getResizeConfig().height;
+        }
         detConverter = std::make_unique<dai::ros::SpatialDetectionConverter>(tfPrefix + "_camera_optical_frame",
-                                                                             imageManip->initialConfig.getResizeConfig().width,
-                                                                             imageManip->initialConfig.getResizeConfig().height,
+                                                                             width,
+                                                                             height,
                                                                              false,
                                                                              ph->getParam<bool>("i_get_base_device_timestamp"));
         nnQ->addCallback(std::bind(&SpatialDetection::spatialCB, this, std::placeholders::_1, std::placeholders::_2));
@@ -61,19 +71,18 @@ class SpatialDetection : public BaseNode {
             ptInfoMan->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                                                   *ptImageConverter,
                                                                   device,
-                                                                  dai::CameraBoardSocket::RGB,
-                                                                  imageManip->initialConfig.getResizeWidth(),
-                                                                  imageManip->initialConfig.getResizeWidth()));
+                                                                  static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")),
+                                                                  width,
+                                                                  height));
 
             ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
             ptQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *ptImageConverter, ptPub, ptInfoMan));
         }
 
         if(ph->getParam<bool>("i_enable_passthrough_depth")) {
-            dai::CameraBoardSocket socket = dai::CameraBoardSocket::RGB;
+            dai::CameraBoardSocket socket = static_cast<dai::CameraBoardSocket>(getROSNode()->get_parameter("stereo.i_board_socket_id").as_int());
             if(!getROSNode()->get_parameter("stereo.i_align_depth").as_bool()) {
                 tfPrefix = getTFPrefix("right");
-                socket = dai::CameraBoardSocket::RIGHT;
             };
             ptDepthQ = device->getOutputQueue(ptDepthQName, ph->getParam<int>("i_max_q_size"), false);
             ptDepthImageConverter = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false);
diff --git a/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_pipeline.hpp b/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_pipeline.hpp
new file mode 100644
index 00000000..2959e68b
--- /dev/null
+++ b/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_pipeline.hpp
@@ -0,0 +1,62 @@
+#pragma once
+
+#include <memory>
+#include <string>
+#include <unordered_map>
+#include <vector>
+
+#include "depthai_ros_driver/dai_nodes/base_node.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/nn_helpers.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/nn_wrapper.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/spatial_nn_wrapper.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
+#include "depthai_ros_driver/dai_nodes/stereo.hpp"
+
+namespace dai {
+class Pipeline;
+class Device;
+}  // namespace dai
+
+namespace rclcpp {
+class Node;
+}
+
+namespace depthai_ros_driver {
+namespace pipeline_gen {
+enum class NNType { None, RGB, Spatial };
+class BasePipeline {
+   public:
+    ~BasePipeline() = default;
+    std::unique_ptr<dai_nodes::BaseNode> createNN(rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline, dai_nodes::BaseNode& daiNode) {
+        auto nn = std::make_unique<dai_nodes::NNWrapper>("nn", node, pipeline);
+        daiNode.link(nn->getInput(), static_cast<int>(dai_nodes::link_types::RGBLinkType::preview));
+        return nn;
+    }
+    std::unique_ptr<dai_nodes::BaseNode> createSpatialNN(rclcpp::Node* node,
+                                                         std::shared_ptr<dai::Pipeline> pipeline,
+                                                         dai_nodes::BaseNode& daiNode,
+                                                         dai_nodes::BaseNode& daiStereoNode) {
+        auto nn = std::make_unique<dai_nodes::SpatialNNWrapper>("nn", node, pipeline);
+        daiNode.link(nn->getInput(static_cast<int>(dai_nodes::nn_helpers::link_types::SpatialNNLinkType::input)),
+                     static_cast<int>(dai_nodes::link_types::RGBLinkType::preview));
+        daiStereoNode.link(nn->getInput(static_cast<int>(dai_nodes::nn_helpers::link_types::SpatialNNLinkType::inputDepth)));
+        return nn;
+    }
+
+    virtual std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
+                                                                             std::shared_ptr<dai::Device> device,
+                                                                             std::shared_ptr<dai::Pipeline> pipeline,
+                                                                             const std::string& nnType) = 0;
+
+   protected:
+    BasePipeline(){};
+    const std::string alphabet = "abcdefghijklmnopqrstuvwxyz";
+    std::unordered_map<std::string, NNType> nnTypeMap = {
+        {"", NNType::None},
+        {"NONE", NNType::None},
+        {"RGB", NNType::RGB},
+        {"SPATIAL", NNType::Spatial},
+    };
+};
+}  // namespace pipeline_gen
+}  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_types.hpp b/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_types.hpp
new file mode 100644
index 00000000..a78c6333
--- /dev/null
+++ b/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_types.hpp
@@ -0,0 +1,65 @@
+#pragma once
+
+#include <memory>
+#include <string>
+#include <unordered_map>
+#include <vector>
+
+#include "depthai_ros_driver/dai_nodes/base_node.hpp"
+#include "depthai_ros_driver/pipeline/base_pipeline.hpp"
+
+namespace dai {
+class Pipeline;
+class Device;
+}  // namespace dai
+
+namespace rclcpp {
+class Node;
+}
+
+namespace depthai_ros_driver {
+namespace pipeline_gen {
+class RGB : public BasePipeline {
+   public:
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
+                                                                     std::shared_ptr<dai::Device> device,
+                                                                     std::shared_ptr<dai::Pipeline> pipeline,
+                                                                     const std::string& nnType) override;
+};
+class RGBD : public BasePipeline {
+   public:
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
+                                                                     std::shared_ptr<dai::Device> device,
+                                                                     std::shared_ptr<dai::Pipeline> pipeline,
+                                                                     const std::string& nnType) override;
+};
+class RGBStereo : public BasePipeline {
+   public:
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
+                                                                     std::shared_ptr<dai::Device> device,
+                                                                     std::shared_ptr<dai::Pipeline> pipeline,
+                                                                     const std::string& nnType) override;
+};
+class Stereo : public BasePipeline {
+   public:
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
+                                                                     std::shared_ptr<dai::Device> device,
+                                                                     std::shared_ptr<dai::Pipeline> pipeline,
+                                                                     const std::string& nnType) override;
+};
+class Depth : public BasePipeline {
+   public:
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
+                                                                     std::shared_ptr<dai::Device> device,
+                                                                     std::shared_ptr<dai::Pipeline> pipeline,
+                                                                     const std::string& nnType) override;
+};
+class CamArray : public BasePipeline {
+   public:
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
+                                                                     std::shared_ptr<dai::Device> device,
+                                                                     std::shared_ptr<dai::Pipeline> pipeline,
+                                                                     const std::string& nnType) override;
+};
+}  // namespace pipeline_gen
+}  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/pipeline_generator.hpp b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
similarity index 68%
rename from depthai_ros_driver/include/depthai_ros_driver/pipeline_generator.hpp
rename to depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
index 6a9ff91c..ff7fdefd 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/pipeline_generator.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
@@ -19,17 +19,11 @@ class Node;
 namespace depthai_ros_driver {
 namespace pipeline_gen {
 enum class PipelineType { RGB, RGBD, RGBStereo, Stereo, Depth, CamArray };
-enum class NNType { None, RGB, Spatial };
+
 class PipelineGenerator {
    public:
-    PipelineGenerator(){};
     ~PipelineGenerator() = default;
     PipelineType validatePipeline(rclcpp::Node* node, PipelineType type, int sensorNum);
-    std::unique_ptr<dai_nodes::BaseNode> createNN(rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline, dai_nodes::BaseNode& daiNode);
-    std::unique_ptr<dai_nodes::BaseNode> createSpatialNN(rclcpp::Node* node,
-                                                         std::shared_ptr<dai::Pipeline> pipeline,
-                                                         dai_nodes::BaseNode& daiNode,
-                                                         dai_nodes::BaseNode& daiStereoNode);
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
                                                                      std::shared_ptr<dai::Device> device,
                                                                      std::shared_ptr<dai::Pipeline> pipeline,
@@ -37,20 +31,19 @@ class PipelineGenerator {
                                                                      const std::string& nnType,
                                                                      bool enableImu);
 
-   private:
+   protected:
+    std::unordered_map<std::string, std::string> pluginTypeMap{{"RGB", "depthai_ros_driver::pipeline_gen::RGB"},
+                                                               {"RGBD", "depthai_ros_driver::pipeline_gen::RGBD"},
+                                                               {"RGBSTEREO", "depthai_ros_driver::pipeline_gen::RGBStereo"},
+                                                               {"STEREO", "depthai_ros_driver::pipeline_gen::Stereo"},
+                                                               {"DEPTH", "depthai_ros_driver::pipeline_gen::Depth"},
+                                                               {"CAMARRAY", "depthai_ros_driver::pipeline_gen::CamArray"}};
     std::unordered_map<std::string, PipelineType> pipelineTypeMap{{"RGB", PipelineType::RGB},
                                                                   {"RGBD", PipelineType::RGBD},
                                                                   {"RGBSTEREO", PipelineType::RGBStereo},
                                                                   {"STEREO", PipelineType::Stereo},
                                                                   {"DEPTH", PipelineType::Depth},
                                                                   {"CAMARRAY", PipelineType::CamArray}};
-    std::unordered_map<std::string, NNType> nnTypeMap = {
-        {"", NNType::None},
-        {"NONE", NNType::None},
-        {"RGB", NNType::RGB},
-        {"SPATIAL", NNType::Spatial},
-    };
-    const std::string alphabet = "abcdefghijklmnopqrstuvwxyz";
 };
 }  // namespace pipeline_gen
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/utils.hpp b/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
index b99730ec..b370dd3b 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
@@ -19,7 +19,7 @@ T getValFromMap(const std::string& name, const std::unordered_map<std::string, T
         for(auto it = map.cbegin(); it != map.cend(); ++it) {
             stream << it->first << "\n";
         }
-        throw std::runtime_error(stream.str());
+        throw std::out_of_range(stream.str());
     }
 }
 std::string getUpperCaseStr(const std::string& string);
diff --git a/depthai_ros_driver/launch/rtabmap.launch.py b/depthai_ros_driver/launch/rtabmap.launch.py
index 47849a77..bd36584a 100644
--- a/depthai_ros_driver/launch/rtabmap.launch.py
+++ b/depthai_ros_driver/launch/rtabmap.launch.py
@@ -59,8 +59,8 @@ def launch_setup(context, *args, **kwargs):
             target_container=name+"_container",
             composable_node_descriptions=[
                 ComposableNode(
-                    package='rtabmap_ros',
-                    plugin='rtabmap_ros::RGBDOdometry',
+                    package='rtabmap_odom',
+                    plugin='rtabmap_odom::RGBDOdometry',
                     name='rgbd_odometry',
                     parameters=parameters,
                     remappings=remappings,
@@ -72,8 +72,8 @@ def launch_setup(context, *args, **kwargs):
             target_container=name+"_container",
             composable_node_descriptions=[
                 ComposableNode(
-                    package='rtabmap_ros',
-                    plugin='rtabmap_ros::CoreWrapper',
+                    package='rtabmap_slam',
+                    plugin='rtabmap_slam::CoreWrapper',
                     name='rtabmap',
                     parameters=parameters,
                     remappings=remappings,
@@ -82,8 +82,8 @@ def launch_setup(context, *args, **kwargs):
         ),
 
         Node(
-            package="rtabmap_ros",
-            executable="rtabmapviz",
+            package="rtabmap_viz",
+            executable="rtabmap_viz",
             output="screen",
             parameters=parameters,
             remappings=remappings,
diff --git a/depthai_ros_driver/package.xml b/depthai_ros_driver/package.xml
index d37f2a4d..fa2adb1e 100644
--- a/depthai_ros_driver/package.xml
+++ b/depthai_ros_driver/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_ros_driver</name>
-  <version>2.7.2</version>
+  <version>2.7.3</version>
   <description>Depthai ROS Monolithic node.</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
@@ -28,6 +28,7 @@
   <depend>depthai_descriptions</depend>
   <depend>depthai_ros_msgs</depend>
   <depend>depthai_examples</depend>
+  <depend>pluginlib</depend>
   <export>
     <build_type>ament_cmake</build_type>
   </export>
diff --git a/depthai_ros_driver/plugins.xml b/depthai_ros_driver/plugins.xml
new file mode 100644
index 00000000..1dfd7d40
--- /dev/null
+++ b/depthai_ros_driver/plugins.xml
@@ -0,0 +1,20 @@
+<library path="depthai_ros_driver">
+    <class type="depthai_ros_driver::pipeline_gen::RGB" base_class_type="depthai_ros_driver::pipeline_gen::BasePipeline">
+        <description>RGB Pipeline.</description>
+    </class>
+    <class type="depthai_ros_driver::pipeline_gen::RGBD" base_class_type="depthai_ros_driver::pipeline_gen::BasePipeline">
+        <description>RGBD Pipeline.</description>
+    </class>
+    <class type="depthai_ros_driver::pipeline_gen::RGBStereo" base_class_type="depthai_ros_driver::pipeline_gen::BasePipeline">
+        <description>RGBStereo Pipeline.</description>
+    </class>
+    <class type="depthai_ros_driver::pipeline_gen::Stereo" base_class_type="depthai_ros_driver::pipeline_gen::BasePipeline">
+        <description>Stereo Pipeline.</description>
+    </class>
+    <class type="depthai_ros_driver::pipeline_gen::Depth" base_class_type="depthai_ros_driver::pipeline_gen::BasePipeline">
+        <description>Depth Pipeline.</description>
+    </class>
+    <class type="depthai_ros_driver::pipeline_gen::CamArray" base_class_type="depthai_ros_driver::pipeline_gen::BasePipeline">
+        <description>CamArray Pipeline.</description>
+    </class>
+</library>
\ No newline at end of file
diff --git a/depthai_ros_driver/src/camera.cpp b/depthai_ros_driver/src/camera.cpp
index f6c56620..e0d94a72 100644
--- a/depthai_ros_driver/src/camera.cpp
+++ b/depthai_ros_driver/src/camera.cpp
@@ -5,7 +5,7 @@
 #include "ament_index_cpp/get_package_share_directory.hpp"
 #include "depthai/device/Device.hpp"
 #include "depthai/pipeline/Pipeline.hpp"
-#include "depthai_ros_driver/pipeline_generator.hpp"
+#include "depthai_ros_driver/pipeline/pipeline_generator.hpp"
 
 namespace depthai_ros_driver {
 
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp b/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
index 034dc95c..e4c27e2e 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
@@ -44,7 +44,8 @@ void Imu::setupQueues(std::shared_ptr<dai::Device> device) {
                                                             ph->getParam<float>("i_gyro_cov"),
                                                             ph->getParam<float>("i_rot_cov"),
                                                             ph->getParam<float>("i_mag_cov"),
-                                                            ph->getParam<bool>("i_enable_rotation"));
+                                                            ph->getParam<bool>("i_enable_rotation"),
+                                                            ph->getParam<bool>("i_get_base_device_timestamp"));
     param_handlers::imu::ImuMsgType msgType = ph->getMsgType();
     switch(msgType) {
         case param_handlers::imu::ImuMsgType::IMU: {
diff --git a/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp b/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
index 8dda80cd..879817e9 100644
--- a/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
@@ -18,6 +18,7 @@ void ImuParamHandler::declareParams(std::shared_ptr<dai::node::IMU> imu, const s
     };
     imuMessagetTypeMap = {
         {"IMU", imu::ImuMsgType::IMU}, {"IMU_WITH_MAG", imu::ImuMsgType::IMU_WITH_MAG}, {"IMU_WITH_MAG_SPLIT", imu::ImuMsgType::IMU_WITH_MAG_SPLIT}};
+    declareAndLogParam<bool>("i_get_base_device_timestamp", false);
     declareAndLogParam<std::string>("i_message_type", "IMU");
     declareAndLogParam<std::string>("i_sync_method", "LINEAR_INTERPOLATE_ACCEL");
     declareAndLogParam<float>("i_acc_cov", 0.0);
diff --git a/depthai_ros_driver/src/pipeline/base_types.cpp b/depthai_ros_driver/src/pipeline/base_types.cpp
new file mode 100644
index 00000000..6432fb72
--- /dev/null
+++ b/depthai_ros_driver/src/pipeline/base_types.cpp
@@ -0,0 +1,155 @@
+#include "depthai_ros_driver/pipeline/base_types.hpp"
+
+#include "depthai/device/Device.hpp"
+#include "depthai/pipeline/Pipeline.hpp"
+#include "depthai_ros_driver/dai_nodes/base_node.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/nn_helpers.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/nn_wrapper.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/spatial_nn_wrapper.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/imu.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp"
+#include "depthai_ros_driver/dai_nodes/stereo.hpp"
+#include "depthai_ros_driver/pipeline/base_pipeline.hpp"
+#include "depthai_ros_driver/utils.hpp"
+#include "rclcpp/node.hpp"
+
+namespace depthai_ros_driver {
+namespace pipeline_gen {
+
+std::vector<std::unique_ptr<dai_nodes::BaseNode>> RGB::createPipeline(rclcpp::Node* node,
+                                                                      std::shared_ptr<dai::Device> device,
+                                                                      std::shared_ptr<dai::Pipeline> pipeline,
+                                                                      const std::string& nnType) {
+    std::string nTypeUpCase = utils::getUpperCaseStr(nnType);
+    auto nType = utils::getValFromMap(nTypeUpCase, nnTypeMap);
+
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
+    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
+    switch(nType) {
+        case NNType::None:
+            break;
+        case NNType::RGB: {
+            auto nn = createNN(node, pipeline, *rgb);
+            daiNodes.push_back(std::move(nn));
+            break;
+        }
+        case NNType::Spatial: {
+            RCLCPP_WARN(node->get_logger(), "Spatial NN selected, but configuration is RGB.");
+        }
+        default:
+            break;
+    }
+    daiNodes.push_back(std::move(rgb));
+    return daiNodes;
+}
+std::vector<std::unique_ptr<dai_nodes::BaseNode>> RGBD::createPipeline(rclcpp::Node* node,
+                                                                       std::shared_ptr<dai::Device> device,
+                                                                       std::shared_ptr<dai::Pipeline> pipeline,
+                                                                       const std::string& nnType) {
+    std::string nTypeUpCase = utils::getUpperCaseStr(nnType);
+    auto nType = utils::getValFromMap(nTypeUpCase, nnTypeMap);
+
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
+    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
+    auto stereo = std::make_unique<dai_nodes::Stereo>("stereo", node, pipeline, device);
+    switch(nType) {
+        case NNType::None:
+            break;
+        case NNType::RGB: {
+            auto nn = createNN(node, pipeline, *rgb);
+            daiNodes.push_back(std::move(nn));
+            break;
+        }
+        case NNType::Spatial: {
+            auto nn = createSpatialNN(node, pipeline, *rgb, *stereo);
+            daiNodes.push_back(std::move(nn));
+            break;
+        }
+        default:
+            break;
+    }
+    daiNodes.push_back(std::move(rgb));
+    daiNodes.push_back(std::move(stereo));
+    return daiNodes;
+}
+std::vector<std::unique_ptr<dai_nodes::BaseNode>> RGBStereo::createPipeline(rclcpp::Node* node,
+                                                                            std::shared_ptr<dai::Device> device,
+                                                                            std::shared_ptr<dai::Pipeline> pipeline,
+                                                                            const std::string& nnType) {
+    std::string nTypeUpCase = utils::getUpperCaseStr(nnType);
+    auto nType = utils::getValFromMap(nTypeUpCase, nnTypeMap);
+
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
+    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
+    auto left = std::make_unique<dai_nodes::SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::LEFT);
+    auto right = std::make_unique<dai_nodes::SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::RIGHT);
+    switch(nType) {
+        case NNType::None:
+            break;
+        case NNType::RGB: {
+            auto nn = createNN(node, pipeline, *rgb);
+            daiNodes.push_back(std::move(nn));
+            break;
+        }
+        case NNType::Spatial: {
+            RCLCPP_WARN(node->get_logger(), "Spatial NN selected, but configuration is RGBStereo.");
+        }
+        default:
+            break;
+    }
+    daiNodes.push_back(std::move(rgb));
+    daiNodes.push_back(std::move(left));
+    daiNodes.push_back(std::move(right));
+    return daiNodes;
+}
+std::vector<std::unique_ptr<dai_nodes::BaseNode>> Stereo::createPipeline(rclcpp::Node* node,
+                                                                         std::shared_ptr<dai::Device> device,
+                                                                         std::shared_ptr<dai::Pipeline> pipeline,
+                                                                         const std::string& /*nnType*/) {
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
+    auto left = std::make_unique<dai_nodes::SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::LEFT);
+    auto right = std::make_unique<dai_nodes::SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::RIGHT);
+    daiNodes.push_back(std::move(left));
+    daiNodes.push_back(std::move(right));
+    return daiNodes;
+}
+std::vector<std::unique_ptr<dai_nodes::BaseNode>> Depth::createPipeline(rclcpp::Node* node,
+                                                                        std::shared_ptr<dai::Device> device,
+                                                                        std::shared_ptr<dai::Pipeline> pipeline,
+                                                                        const std::string& /*nnType*/) {
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
+    auto stereo = std::make_unique<dai_nodes::Stereo>("stereo", node, pipeline, device);
+    daiNodes.push_back(std::move(stereo));
+    return daiNodes;
+}
+std::vector<std::unique_ptr<dai_nodes::BaseNode>> CamArray::createPipeline(rclcpp::Node* node,
+                                                                           std::shared_ptr<dai::Device> device,
+                                                                           std::shared_ptr<dai::Pipeline> pipeline,
+                                                                           const std::string& /*nnType*/) {
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
+    int i = 0;
+    int j = 0;
+    for(auto& sensor : device->getCameraSensorNames()) {
+        // append letter for greater sensor number
+        if(i % alphabet.size() == 0) {
+            j++;
+        }
+        std::string nodeName(j, alphabet[i % alphabet.size()]);
+        auto daiNode = std::make_unique<dai_nodes::SensorWrapper>(nodeName, node, pipeline, device, sensor.first);
+        daiNodes.push_back(std::move(daiNode));
+        i++;
+    };
+    return daiNodes;
+}
+}  // namespace pipeline_gen
+}  // namespace depthai_ros_driver
+
+#include <pluginlib/class_list_macros.hpp>
+
+PLUGINLIB_EXPORT_CLASS(depthai_ros_driver::pipeline_gen::RGB, depthai_ros_driver::pipeline_gen::BasePipeline)
+PLUGINLIB_EXPORT_CLASS(depthai_ros_driver::pipeline_gen::RGBD, depthai_ros_driver::pipeline_gen::BasePipeline)
+PLUGINLIB_EXPORT_CLASS(depthai_ros_driver::pipeline_gen::RGBStereo, depthai_ros_driver::pipeline_gen::BasePipeline)
+PLUGINLIB_EXPORT_CLASS(depthai_ros_driver::pipeline_gen::Stereo, depthai_ros_driver::pipeline_gen::BasePipeline)
+PLUGINLIB_EXPORT_CLASS(depthai_ros_driver::pipeline_gen::Depth, depthai_ros_driver::pipeline_gen::BasePipeline)
+PLUGINLIB_EXPORT_CLASS(depthai_ros_driver::pipeline_gen::CamArray, depthai_ros_driver::pipeline_gen::BasePipeline)
\ No newline at end of file
diff --git a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
new file mode 100644
index 00000000..bf0b6747
--- /dev/null
+++ b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
@@ -0,0 +1,71 @@
+#include "depthai_ros_driver/pipeline/pipeline_generator.hpp"
+
+#include "depthai/device/Device.hpp"
+#include "depthai/pipeline/Pipeline.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/imu.hpp"
+#include "depthai_ros_driver/pipeline/base_pipeline.hpp"
+#include "depthai_ros_driver/utils.hpp"
+#include "pluginlib/class_loader.hpp"
+#include "rclcpp/node.hpp"
+
+namespace depthai_ros_driver {
+namespace pipeline_gen {
+std::vector<std::unique_ptr<dai_nodes::BaseNode>> PipelineGenerator::createPipeline(rclcpp::Node* node,
+                                                                                    std::shared_ptr<dai::Device> device,
+                                                                                    std::shared_ptr<dai::Pipeline> pipeline,
+                                                                                    const std::string& pipelineType,
+                                                                                    const std::string& nnType,
+                                                                                    bool enableImu) {
+    RCLCPP_INFO(node->get_logger(), "Pipeline type: %s", pipelineType.c_str());
+    std::string pluginType = pipelineType;
+    std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
+    // Check if one of the default types.
+    try {
+        std::string pTypeUpCase = utils::getUpperCaseStr(pipelineType);
+        auto pType = utils::getValFromMap(pTypeUpCase, pipelineTypeMap);
+        pType = validatePipeline(node, pType, device->getCameraSensorNames().size());
+        pluginType = utils::getValFromMap(pTypeUpCase, pluginTypeMap);
+    } catch(std::out_of_range& e) {
+        RCLCPP_DEBUG(node->get_logger(), "Pipeline type [%s] not found in base types, trying to load as a plugin.", pipelineType.c_str());
+    }
+    pluginlib::ClassLoader<BasePipeline> pipelineLoader("depthai_ros_driver", "depthai_ros_driver::pipeline_gen::BasePipeline");
+
+    try {
+        std::shared_ptr<BasePipeline> pipelinePlugin = pipelineLoader.createSharedInstance(pluginType);
+        daiNodes = pipelinePlugin->createPipeline(node, device, pipeline, nnType);
+    } catch(pluginlib::PluginlibException& ex) {
+        RCLCPP_ERROR(node->get_logger(), "The plugin failed to load for some reason. Error: %s\n", ex.what());
+    }
+
+    if(enableImu) {
+        if(device->getConnectedIMU()== "NONE") {
+            RCLCPP_WARN(node->get_logger(), "IMU enabled but not available!");
+        } else {
+            auto imu = std::make_unique<dai_nodes::Imu>("imu", node, pipeline, device);
+            daiNodes.push_back(std::move(imu));
+        }
+    }
+
+    RCLCPP_INFO(node->get_logger(), "Finished setting up pipeline.");
+    return daiNodes;
+}
+
+PipelineType PipelineGenerator::validatePipeline(rclcpp::Node* node, PipelineType type, int sensorNum) {
+    if(sensorNum == 1) {
+        if(type != PipelineType::RGB) {
+            RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only one sensor. Switching to RGB.");
+            return PipelineType::RGB;
+        }
+    } else if(sensorNum == 2) {
+        if(type != PipelineType::Stereo && type != PipelineType::Depth) {
+            RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only stereo pair. Switching to Stereo.");
+            return PipelineType::Stereo;
+        }
+    } else if(sensorNum > 3 && type != PipelineType::CamArray) {
+        RCLCPP_ERROR(node->get_logger(), "For cameras with more than three sensors you can only use CamArray. Switching to CamArray.");
+        return PipelineType::CamArray;
+    }
+    return type;
+}
+}  // namespace pipeline_gen
+}  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/src/pipeline_generator.cpp b/depthai_ros_driver/src/pipeline_generator.cpp
deleted file mode 100644
index 11d9eb86..00000000
--- a/depthai_ros_driver/src/pipeline_generator.cpp
+++ /dev/null
@@ -1,170 +0,0 @@
-#include "depthai_ros_driver/pipeline_generator.hpp"
-
-#include "depthai/device/Device.hpp"
-#include "depthai/pipeline/Pipeline.hpp"
-#include "depthai_ros_driver/dai_nodes/nn/nn_helpers.hpp"
-#include "depthai_ros_driver/dai_nodes/nn/nn_wrapper.hpp"
-#include "depthai_ros_driver/dai_nodes/nn/spatial_nn_wrapper.hpp"
-#include "depthai_ros_driver/dai_nodes/sensors/imu.hpp"
-#include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
-#include "depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp"
-#include "depthai_ros_driver/dai_nodes/stereo.hpp"
-#include "depthai_ros_driver/utils.hpp"
-#include "rclcpp/node.hpp"
-
-namespace depthai_ros_driver {
-namespace pipeline_gen {
-std::vector<std::unique_ptr<dai_nodes::BaseNode>> PipelineGenerator::createPipeline(rclcpp::Node* node,
-                                                                                    std::shared_ptr<dai::Device> device,
-                                                                                    std::shared_ptr<dai::Pipeline> pipeline,
-                                                                                    const std::string& pipelineType,
-                                                                                    const std::string& nnType,
-                                                                                    bool enableImu) {
-    RCLCPP_INFO(node->get_logger(), "Pipeline type: %s", pipelineType.c_str());
-    std::string pTypeUpCase = utils::getUpperCaseStr(pipelineType);
-    std::string nTypeUpCase = utils::getUpperCaseStr(nnType);
-    auto pType = utils::getValFromMap(pTypeUpCase, pipelineTypeMap);
-    pType = validatePipeline(node, pType, device->getCameraSensorNames().size());
-    auto nType = utils::getValFromMap(nTypeUpCase, nnTypeMap);
-    std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
-    switch(pType) {
-        case PipelineType::RGB: {
-            auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
-            switch(nType) {
-                case NNType::None:
-                    break;
-                case NNType::RGB: {
-                    auto nn = createNN(node, pipeline, *rgb);
-                    daiNodes.push_back(std::move(nn));
-                    break;
-                }
-                case NNType::Spatial: {
-                    RCLCPP_WARN(node->get_logger(), "Spatial NN selected, but configuration is RGB.");
-                }
-                default:
-                    break;
-            }
-            daiNodes.push_back(std::move(rgb));
-            break;
-        }
-
-        case PipelineType::RGBD: {
-            auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
-            auto stereo = std::make_unique<dai_nodes::Stereo>("stereo", node, pipeline, device);
-            switch(nType) {
-                case NNType::None:
-                    break;
-                case NNType::RGB: {
-                    auto nn = createNN(node, pipeline, *rgb);
-                    daiNodes.push_back(std::move(nn));
-                    break;
-                }
-                case NNType::Spatial: {
-                    auto nn = createSpatialNN(node, pipeline, *rgb, *stereo);
-                    daiNodes.push_back(std::move(nn));
-                    break;
-                }
-                default:
-                    break;
-            }
-            daiNodes.push_back(std::move(rgb));
-            daiNodes.push_back(std::move(stereo));
-            break;
-        }
-        case PipelineType::RGBStereo: {
-            auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
-            auto left = std::make_unique<dai_nodes::SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::LEFT);
-            auto right = std::make_unique<dai_nodes::SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::RIGHT);
-            switch(nType) {
-                case NNType::None:
-                    break;
-                case NNType::RGB: {
-                    auto nn = createNN(node, pipeline, *rgb);
-                    daiNodes.push_back(std::move(nn));
-                    break;
-                }
-                case NNType::Spatial: {
-                    RCLCPP_WARN(node->get_logger(), "Spatial NN selected, but configuration is RGBStereo.");
-                }
-                default:
-                    break;
-            }
-            daiNodes.push_back(std::move(rgb));
-            daiNodes.push_back(std::move(left));
-            daiNodes.push_back(std::move(right));
-            break;
-        }
-        case PipelineType::Stereo: {
-            auto left = std::make_unique<dai_nodes::SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::LEFT);
-            auto right = std::make_unique<dai_nodes::SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::RIGHT);
-            daiNodes.push_back(std::move(left));
-            daiNodes.push_back(std::move(right));
-            break;
-        }
-        case PipelineType::Depth: {
-            auto stereo = std::make_unique<dai_nodes::Stereo>("stereo", node, pipeline, device);
-            daiNodes.push_back(std::move(stereo));
-            break;
-        }
-        case PipelineType::CamArray: {
-            int i = 0;
-            int j = 0;
-            for(auto& sensor : device->getCameraSensorNames()) {
-                // append letter for greater sensor number
-                if(i % alphabet.size() == 0) {
-                    j++;
-                }
-                std::string nodeName(j, alphabet[i % alphabet.size()]);
-                auto daiNode = std::make_unique<dai_nodes::SensorWrapper>(nodeName, node, pipeline, device, sensor.first);
-                daiNodes.push_back(std::move(daiNode));
-                i++;
-            };
-            break;
-        }
-        default: {
-            std::string configuration = pipelineType;
-            throw std::runtime_error("UNKNOWN PIPELINE TYPE SPECIFIED/CAMERA DOESN'T SUPPORT GIVEN PIPELINE. Configuration: " + configuration);
-        }
-    }
-    if(enableImu) {
-        auto imu = std::make_unique<dai_nodes::Imu>("imu", node, pipeline, device);
-        daiNodes.push_back(std::move(imu));
-    }
-
-    RCLCPP_INFO(node->get_logger(), "Finished setting up pipeline.");
-    return daiNodes;
-}
-std::unique_ptr<dai_nodes::BaseNode> PipelineGenerator::createNN(rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline, dai_nodes::BaseNode& daiNode) {
-    auto nn = std::make_unique<dai_nodes::NNWrapper>("nn", node, pipeline);
-    daiNode.link(nn->getInput(), static_cast<int>(dai_nodes::link_types::RGBLinkType::preview));
-    return nn;
-}
-std::unique_ptr<dai_nodes::BaseNode> PipelineGenerator::createSpatialNN(rclcpp::Node* node,
-                                                                        std::shared_ptr<dai::Pipeline> pipeline,
-                                                                        dai_nodes::BaseNode& daiNode,
-                                                                        dai_nodes::BaseNode& daiStereoNode) {
-    auto nn = std::make_unique<dai_nodes::SpatialNNWrapper>("nn", node, pipeline);
-    daiNode.link(nn->getInput(static_cast<int>(dai_nodes::nn_helpers::link_types::SpatialNNLinkType::input)),
-                 static_cast<int>(dai_nodes::link_types::RGBLinkType::preview));
-    daiStereoNode.link(nn->getInput(static_cast<int>(dai_nodes::nn_helpers::link_types::SpatialNNLinkType::inputDepth)));
-    return nn;
-}
-PipelineType PipelineGenerator::validatePipeline(rclcpp::Node* node, PipelineType type, int sensorNum) {
-    if(sensorNum == 1) {
-        if(type != PipelineType::RGB) {
-            RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only one sensor. Switching to RGB.");
-            return PipelineType::RGB;
-        }
-    } else if(sensorNum == 2) {
-        if(type != PipelineType::Stereo && type != PipelineType::Depth) {
-            RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only stereo pair. Switching to Stereo.");
-            return PipelineType::Stereo;
-        }
-    } else if(sensorNum > 3 && type != PipelineType::CamArray) {
-        RCLCPP_ERROR(node->get_logger(), "For cameras with more than three sensors you can only use CamArray. Switching to CamArray.");
-        return PipelineType::CamArray;
-    }
-    return type;
-}
-}  // namespace pipeline_gen
-}  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_msgs/CMakeLists.txt b/depthai_ros_msgs/CMakeLists.txt
index cba6e91f..7cc85967 100644
--- a/depthai_ros_msgs/CMakeLists.txt
+++ b/depthai_ros_msgs/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai_ros_msgs VERSION 2.7.2)
+project(depthai_ros_msgs VERSION 2.7.3)
 
 if(POLICY CMP0057)
     cmake_policy(SET CMP0057 NEW)
diff --git a/depthai_ros_msgs/package.xml b/depthai_ros_msgs/package.xml
index 16dd76d7..4b5ac275 100644
--- a/depthai_ros_msgs/package.xml
+++ b/depthai_ros_msgs/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_ros_msgs</name>
-  <version>2.7.2</version>
+  <version>2.7.3</version>
   <description>Package to keep interface independent of the driver</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>

From 48685701edd797b25efb7ccb21ff134535140e42 Mon Sep 17 00:00:00 2001
From: Sachin Guruswamy <43363595+saching13@users.noreply.github.com>
Date: Wed, 21 Jun 2023 11:14:51 +0200
Subject: [PATCH 05/38] Update pull_request_template.md

---
 .github/pull_request_template.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index 06987a25..adac85f7 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -13,3 +13,7 @@ List of changes:
 ## Testing
 Hardware used:
 Depthai library version:
+
+
+## Visuals from testing
+Add screenshots/gifs/videos from RVIZ or other visualizers demonstrating the effect of the changes when applicable. 

From 657068bf1003e53ed720562fdc35d66c17e8eef4 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Wed, 21 Jun 2023 18:42:48 +0200
Subject: [PATCH 06/38] 3D bounding boxes in Humble (#336)

---
 depthai_filters/CMakeLists.txt                |   2 +
 depthai_filters/config/spatial_bb.yaml        |  16 ++
 .../depthai_filters/detection2d_overlay.hpp   |   2 +-
 .../depthai_filters/segmentation_overlay.hpp  |   2 +-
 .../include/depthai_filters/spatial_bb.hpp    |  38 +++++
 .../include/depthai_filters/utils.hpp         |   1 +
 depthai_filters/launch/spatial_bb.launch.py   |  52 ++++++
 depthai_filters/package.xml                   |   1 +
 depthai_filters/src/detection2d_overlay.cpp   |   9 +-
 depthai_filters/src/segmentation_overlay.cpp  |   1 +
 depthai_filters/src/spatial_bb.cpp            | 151 ++++++++++++++++++
 depthai_filters/src/utils.cpp                 |   8 +
 12 files changed, 275 insertions(+), 8 deletions(-)
 create mode 100644 depthai_filters/config/spatial_bb.yaml
 create mode 100644 depthai_filters/include/depthai_filters/spatial_bb.hpp
 create mode 100644 depthai_filters/launch/spatial_bb.launch.py
 create mode 100644 depthai_filters/src/spatial_bb.cpp

diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index 85c10140..a64164b3 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -16,6 +16,7 @@ ament_auto_add_library(
   ${PROJECT_NAME} SHARED
   src/detection2d_overlay.cpp
   src/segmentation_overlay.cpp
+  src/spatial_bb.cpp
   src/wls_filter.cpp
   src/utils.cpp
 )
@@ -27,6 +28,7 @@ target_link_libraries(
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::Detection2DOverlay")
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::SegmentationOverlay")
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::WLSFilter")
+rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::SpatialBB")
 ament_export_include_directories(include)
 install(DIRECTORY launch config DESTINATION share/${PROJECT_NAME})
 install(
diff --git a/depthai_filters/config/spatial_bb.yaml b/depthai_filters/config/spatial_bb.yaml
new file mode 100644
index 00000000..ed3be208
--- /dev/null
+++ b/depthai_filters/config/spatial_bb.yaml
@@ -0,0 +1,16 @@
+/oak:
+  ros__parameters:
+    camera:
+      i_nn_type: spatial
+    rgb:
+      i_enable_preview: true
+      i_keep_preview_aspect_ratio: false
+    nn:
+      i_enable_passthrough: true
+      i_disable_resize: true
+    stereo:
+      i_subpixel: true
+/spatial_bb_node:
+  ros__parameters:
+    desqueeze: true
+
diff --git a/depthai_filters/include/depthai_filters/detection2d_overlay.hpp b/depthai_filters/include/depthai_filters/detection2d_overlay.hpp
index c39d84ee..de080f7a 100644
--- a/depthai_filters/include/depthai_filters/detection2d_overlay.hpp
+++ b/depthai_filters/include/depthai_filters/detection2d_overlay.hpp
@@ -22,7 +22,7 @@ class Detection2DOverlay : public rclcpp::Node {
     typedef message_filters::sync_policies::ApproximateTime<sensor_msgs::msg::Image, vision_msgs::msg::Detection2DArray> syncPolicy;
     std::unique_ptr<message_filters::Synchronizer<syncPolicy>> sync;
     rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr overlayPub;
-    const std::vector<std::string> labelMap = {"background", "aeroplane", "bicycle",     "bird",  "boat",        "bottle", "bus",
+    std::vector<std::string> labelMap = {"background", "aeroplane", "bicycle",     "bird",  "boat",        "bottle", "bus",
                                                "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
                                                "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
 };
diff --git a/depthai_filters/include/depthai_filters/segmentation_overlay.hpp b/depthai_filters/include/depthai_filters/segmentation_overlay.hpp
index bcd67615..e8dbe781 100644
--- a/depthai_filters/include/depthai_filters/segmentation_overlay.hpp
+++ b/depthai_filters/include/depthai_filters/segmentation_overlay.hpp
@@ -20,7 +20,7 @@ class SegmentationOverlay : public rclcpp::Node {
     typedef message_filters::sync_policies::ApproximateTime<sensor_msgs::msg::Image, sensor_msgs::msg::Image> syncPolicy;
     std::unique_ptr<message_filters::Synchronizer<syncPolicy>> sync;
     rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr overlayPub;
-    const std::vector<std::string> labelMap = {"background", "aeroplane", "bicycle",     "bird",  "boat",        "bottle", "bus",
+    std::vector<std::string> labelMap = {"background", "aeroplane", "bicycle",     "bird",  "boat",        "bottle", "bus",
                                                "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
                                                "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
 };
diff --git a/depthai_filters/include/depthai_filters/spatial_bb.hpp b/depthai_filters/include/depthai_filters/spatial_bb.hpp
new file mode 100644
index 00000000..8b2385d4
--- /dev/null
+++ b/depthai_filters/include/depthai_filters/spatial_bb.hpp
@@ -0,0 +1,38 @@
+#pragma once
+
+#include "visualization_msgs/msg/marker_array.hpp"
+#include "message_filters/subscriber.h"
+#include "message_filters/sync_policies/approximate_time.h"
+#include "message_filters/synchronizer.h"
+#include "rclcpp/rclcpp.hpp"
+#include "sensor_msgs/msg/camera_info.hpp"
+#include "sensor_msgs/msg/image.hpp"
+#include "vision_msgs/msg/detection3_d_array.hpp"
+
+namespace depthai_filters {
+class SpatialBB : public rclcpp::Node {
+   public:
+    explicit SpatialBB(const rclcpp::NodeOptions& options);
+    void onInit();
+
+    void overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& preview,
+                   const sensor_msgs::msg::CameraInfo::ConstSharedPtr& info,
+                   const vision_msgs::msg::Detection3DArray::ConstSharedPtr& detections);
+
+    message_filters::Subscriber<sensor_msgs::msg::Image> previewSub;
+    message_filters::Subscriber<vision_msgs::msg::Detection3DArray> detSub;
+    message_filters::Subscriber<sensor_msgs::msg::CameraInfo> infoSub;
+
+    typedef message_filters::sync_policies::
+        ApproximateTime<sensor_msgs::msg::Image, sensor_msgs::msg::CameraInfo, vision_msgs::msg::Detection3DArray>
+            syncPolicy;
+    std::unique_ptr<message_filters::Synchronizer<syncPolicy>> sync;
+    rclcpp::Publisher<visualization_msgs::msg::MarkerArray>::SharedPtr markerPub;
+    rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr overlayPub;
+    std::vector<std::string> labelMap = {"background", "aeroplane", "bicycle",     "bird",  "boat",        "bottle", "bus",
+                                               "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
+                                               "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
+    bool desqueeze = false;
+};
+
+}  // namespace depthai_filters
\ No newline at end of file
diff --git a/depthai_filters/include/depthai_filters/utils.hpp b/depthai_filters/include/depthai_filters/utils.hpp
index 4e148fe1..2fa9122a 100644
--- a/depthai_filters/include/depthai_filters/utils.hpp
+++ b/depthai_filters/include/depthai_filters/utils.hpp
@@ -10,5 +10,6 @@ class Logger;
 namespace depthai_filters {
 namespace utils {
 cv::Mat msgToMat(const rclcpp::Logger& logger, const sensor_msgs::msg::Image::ConstSharedPtr& img, const std::string& encoding);
+void addTextToFrame(cv::Mat& frame, const std::string& text, int x, int y);
 }  // namespace utils
 }  // namespace depthai_filters
\ No newline at end of file
diff --git a/depthai_filters/launch/spatial_bb.launch.py b/depthai_filters/launch/spatial_bb.launch.py
new file mode 100644
index 00000000..b8ccdef5
--- /dev/null
+++ b/depthai_filters/launch/spatial_bb.launch.py
@@ -0,0 +1,52 @@
+import os
+
+from ament_index_python.packages import get_package_share_directory
+from launch import LaunchDescription
+from launch.actions import DeclareLaunchArgument, IncludeLaunchDescription, OpaqueFunction
+from launch.launch_description_sources import PythonLaunchDescriptionSource
+from launch.substitutions import LaunchConfiguration
+from launch_ros.actions import LoadComposableNodes
+from launch_ros.descriptions import ComposableNode
+
+
+def launch_setup(context, *args, **kwargs):
+    params_file = LaunchConfiguration("params_file")
+    depthai_prefix = get_package_share_directory("depthai_ros_driver")
+    name = LaunchConfiguration('name').perform(context)
+    
+    return [
+        IncludeLaunchDescription(
+            PythonLaunchDescriptionSource(
+                os.path.join(depthai_prefix, 'launch', 'rgbd_pcl.launch.py')),
+            launch_arguments={"name": name,
+                              "params_file": params_file,
+                              "rectify_rgb": "true"}.items()),
+
+        LoadComposableNodes(
+            target_container=name+"_container",
+            composable_node_descriptions=[
+                    ComposableNode(
+                        package="depthai_filters",
+                        plugin="depthai_filters::SpatialBB",
+                        remappings=[
+                                    ('stereo/camera_info', name+'/stereo/camera_info'),
+                                    ('nn/spatial_detections', name+'/nn/spatial_detections'),
+                                    ('rgb/preview/image_raw', name+'/rgb/preview/image_raw')]
+                    ),
+            ],
+        ),
+
+    ]
+
+
+def generate_launch_description():
+    depthai_filters_prefix = get_package_share_directory("depthai_filters")
+
+    declared_arguments = [
+        DeclareLaunchArgument("name", default_value="oak"),
+        DeclareLaunchArgument("params_file", default_value=os.path.join(depthai_filters_prefix, 'config', 'spatial_bb.yaml')),
+    ]
+
+    return LaunchDescription(
+        declared_arguments + [OpaqueFunction(function=launch_setup)]
+    )
\ No newline at end of file
diff --git a/depthai_filters/package.xml b/depthai_filters/package.xml
index 691417dd..292aa763 100644
--- a/depthai_filters/package.xml
+++ b/depthai_filters/package.xml
@@ -17,6 +17,7 @@
   <depend>libopencv-dev</depend>
   <depend>cv_bridge</depend>
   <depend>image_transport</depend>
+  <depend>visualization_msgs</depend>
 
   <export>
     <build_type>ament_cmake</build_type>
diff --git a/depthai_filters/src/detection2d_overlay.cpp b/depthai_filters/src/detection2d_overlay.cpp
index 84815d68..0f2c5ac0 100644
--- a/depthai_filters/src/detection2d_overlay.cpp
+++ b/depthai_filters/src/detection2d_overlay.cpp
@@ -14,14 +14,13 @@ void Detection2DOverlay::onInit() {
     sync = std::make_unique<message_filters::Synchronizer<syncPolicy>>(syncPolicy(10), previewSub, detSub);
     sync->registerCallback(std::bind(&Detection2DOverlay::overlayCB, this, std::placeholders::_1, std::placeholders::_2));
     overlayPub = this->create_publisher<sensor_msgs::msg::Image>("overlay", 10);
+    labelMap = this->declare_parameter<std::vector<std::string>>("label_map", labelMap);
 }
 
 void Detection2DOverlay::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& preview,
                                    const vision_msgs::msg::Detection2DArray::ConstSharedPtr& detections) {
     cv::Mat previewMat = utils::msgToMat(this->get_logger(), preview, sensor_msgs::image_encodings::BGR8);
 
-    auto white = cv::Scalar(255, 255, 255);
-    auto black = cv::Scalar(0, 0, 0);
     auto blue = cv::Scalar(255, 0, 0);
 
     for(auto& detection : detections->detections) {
@@ -31,12 +30,10 @@ void Detection2DOverlay::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr
         auto y2 = detection.bbox.center.position.y + detections->detections[0].bbox.size_y / 2.0;
         auto labelStr = labelMap[stoi(detection.results[0].hypothesis.class_id)];
         auto confidence = detection.results[0].hypothesis.score;
-        cv::putText(previewMat, labelStr, cv::Point(x1 + 10, y1 + 20), cv::FONT_HERSHEY_TRIPLEX, 0.5, white, 3);
-        cv::putText(previewMat, labelStr, cv::Point(x1 + 10, y1 + 20), cv::FONT_HERSHEY_TRIPLEX, 0.5, black);
+        utils::addTextToFrame(previewMat, labelStr, x1+10, y1+20);
         std::stringstream confStr;
         confStr << std::fixed << std::setprecision(2) << confidence * 100;
-        cv::putText(previewMat, confStr.str(), cv::Point(x1 + 10, y1 + 40), cv::FONT_HERSHEY_TRIPLEX, 0.5, white, 3);
-        cv::putText(previewMat, confStr.str(), cv::Point(x1 + 10, y1 + 40), cv::FONT_HERSHEY_TRIPLEX, 0.5, black);
+        utils::addTextToFrame(previewMat, confStr.str(), x1+10, y1+40);
         cv::rectangle(previewMat, cv::Rect(cv::Point(x1, y1), cv::Point(x2, y2)), blue);
     }
     sensor_msgs::msg::Image outMsg;
diff --git a/depthai_filters/src/segmentation_overlay.cpp b/depthai_filters/src/segmentation_overlay.cpp
index a49460ce..7f939b2f 100644
--- a/depthai_filters/src/segmentation_overlay.cpp
+++ b/depthai_filters/src/segmentation_overlay.cpp
@@ -14,6 +14,7 @@ void SegmentationOverlay::onInit() {
     sync = std::make_unique<message_filters::Synchronizer<syncPolicy>>(syncPolicy(10), previewSub, segSub);
     sync->registerCallback(std::bind(&SegmentationOverlay::overlayCB, this, std::placeholders::_1, std::placeholders::_2));
     overlayPub = this->create_publisher<sensor_msgs::msg::Image>("overlay", 10);
+    labelMap = this->declare_parameter<std::vector<std::string>>("label_map", labelMap);
 }
 
 void SegmentationOverlay::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& preview, const sensor_msgs::msg::Image::ConstSharedPtr& segmentation) {
diff --git a/depthai_filters/src/spatial_bb.cpp b/depthai_filters/src/spatial_bb.cpp
new file mode 100644
index 00000000..f2c41d8d
--- /dev/null
+++ b/depthai_filters/src/spatial_bb.cpp
@@ -0,0 +1,151 @@
+#include "depthai_filters/spatial_bb.hpp"
+
+#include "cv_bridge/cv_bridge.h"
+#include "depthai_filters/utils.hpp"
+#include "geometry_msgs/msg/point32.hpp"
+#include "opencv2/opencv.hpp"
+
+namespace depthai_filters {
+
+SpatialBB::SpatialBB(const rclcpp::NodeOptions& options) : rclcpp::Node("spatial_bb_node", options) {
+    onInit();
+}
+void SpatialBB::onInit() {
+    previewSub.subscribe(this, "rgb/preview/image_raw");
+    infoSub.subscribe(this, "stereo/camera_info");
+    detSub.subscribe(this, "nn/spatial_detections");
+    sync = std::make_unique<message_filters::Synchronizer<syncPolicy>>(syncPolicy(10), previewSub, infoSub, detSub);
+    sync->registerCallback(
+        std::bind(&SpatialBB::overlayCB, this, std::placeholders::_1, std::placeholders::_2, std::placeholders::_3));
+    markerPub = this->create_publisher<visualization_msgs::msg::MarkerArray>("spatial_bb", 10);
+    overlayPub = this->create_publisher<sensor_msgs::msg::Image>("overlay", 10);
+    desqueeze = this->declare_parameter<bool>("desqueeze", false);
+    labelMap = this->declare_parameter<std::vector<std::string>>("label_map", labelMap);
+}
+
+void SpatialBB::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& preview,
+                               const sensor_msgs::msg::CameraInfo::ConstSharedPtr& info,
+                               const vision_msgs::msg::Detection3DArray::ConstSharedPtr& detections) {
+    cv::Mat previewMat = utils::msgToMat(this->get_logger(), preview, sensor_msgs::image_encodings::BGR8);
+    auto blue = cv::Scalar(255, 0, 0);
+
+    double ratioY = double(info->height) / double(previewMat.rows);
+    double ratioX;
+    int offsetX;
+    if(desqueeze){
+        ratioX = double(info->width) / double(previewMat.cols);
+        offsetX=0;
+    }
+    else{
+        ratioX = ratioY;
+        offsetX = (info->width - info->height) / 2.0;
+    }
+    int offsetY = 0;
+    visualization_msgs::msg::MarkerArray marker_array;
+    double fx = info->k[0];
+    double fy = info->k[4];
+    double cx = info->k[2];
+    double cy = info->k[5];
+    int id = 0;
+    for(auto& detection : detections->detections) {
+        auto x1 = detection.bbox.center.position.x - detections->detections[0].bbox.size.x / 2.0;
+        auto x2 = detection.bbox.center.position.x + detections->detections[0].bbox.size.x / 2.0;
+        auto y1 = detection.bbox.center.position.y - detections->detections[0].bbox.size.y / 2.0;
+        auto y2 = detection.bbox.center.position.y + detections->detections[0].bbox.size.y / 2.0;
+
+        cv::rectangle(previewMat, cv::Rect(cv::Point(x1, y1), cv::Point(x2, y2)), blue);
+        auto labelStr = labelMap[stoi(detection.results[0].hypothesis.class_id)];
+        utils::addTextToFrame(previewMat, labelStr, x1+10, y1+10);
+        auto confidence = detection.results[0].hypothesis.score;
+        std::stringstream confStr;
+        confStr << std::fixed << std::setprecision(2) << confidence * 100;
+        utils::addTextToFrame(previewMat, confStr.str(), x1+10, y1+40);
+
+        std::stringstream depthX;
+        depthX << "X: " << detection.results[0].pose.pose.position.x << " mm";
+        utils::addTextToFrame(previewMat, depthX.str(), x1+10, y1+60);
+        
+        std::stringstream depthY;
+        depthY << "Y: " <<  detection.results[0].pose.pose.position.y << " mm";
+        utils::addTextToFrame(previewMat, depthY.str(), x1+10, y1+75);
+        std::stringstream depthZ;
+        depthZ << "Z: " <<  detection.results[0].pose.pose.position.z << " mm";
+        utils::addTextToFrame(previewMat, depthZ.str(), x1+10, y1+90);
+
+        // Marker publishing
+        const auto& bbox = detection.bbox;
+        auto bbox_size_x = bbox.size.x * ratioX;
+        auto bbox_size_y = bbox.size.y * ratioY;
+
+
+        auto bbox_center_x = bbox.center.position.x * ratioX + offsetX;
+        auto bbox_center_y = bbox.center.position.y * ratioY + offsetY;
+        visualization_msgs::msg::Marker box_marker;
+        box_marker.header.frame_id = info->header.frame_id;
+        box_marker.header.stamp = this->get_clock()->now();
+        box_marker.ns = "detections";
+        box_marker.id = id++;
+        box_marker.type = visualization_msgs::msg::Marker::LINE_STRIP;
+        box_marker.action = visualization_msgs::msg::Marker::ADD;
+
+        box_marker.scale.x = 0.05;  // Line width
+        box_marker.color.g = 1.0;
+        box_marker.color.a = 1.0;
+
+        // Define bbox corner points in depth image frame
+        geometry_msgs::msg::Point32 corners[4];
+        corners[0].x = bbox_center_x - bbox_size_x / 2.0;
+        corners[0].y = bbox_center_y - bbox_size_y / 2.0;
+        corners[1].x = bbox_center_x + bbox_size_x / 2.0;
+        corners[1].y = bbox_center_y - bbox_size_y / 2.0;
+        corners[2].x = bbox_center_x + bbox_size_x / 2.0;
+        corners[2].y = bbox_center_y + bbox_size_y / 2.0;
+        corners[3].x = bbox_center_x - bbox_size_x / 2.0;
+        corners[3].y = bbox_center_y + bbox_size_y / 2.0;
+        // The polygon points are a rectangle, so we need 5 points to close the loop
+        box_marker.points.resize(5);
+        for(int i = 0; i < 4; ++i) {
+            auto& point = corners[i];
+            point.z = detection.results[0].pose.pose.position.z;
+            box_marker.points[i].x = (point.x - cx) * point.z / fx;
+            box_marker.points[i].y = (point.y - cy) * point.z / fy;
+            box_marker.points[i].z = point.z;  // assuming depth_val is in millimeters
+        }
+        // Repeat the first point to close the loop
+        box_marker.points[4] = box_marker.points[0];
+        marker_array.markers.push_back(box_marker);
+
+        // Create a text marker for the label
+        visualization_msgs::msg::Marker text_marker;
+        text_marker.header.frame_id = info->header.frame_id;
+        text_marker.header.stamp = this->get_clock()->now();
+        text_marker.ns = "detections_label";
+        text_marker.id = id++;
+        text_marker.type = visualization_msgs::msg::Marker::TEXT_VIEW_FACING;
+        text_marker.action = visualization_msgs::msg::Marker::ADD;
+
+        text_marker.scale.z = 0.3;  // Text size
+        text_marker.color.r = 1.0;
+        text_marker.color.g = 1.0;
+        text_marker.color.b = 1.0;
+        text_marker.color.a = 1.0;
+
+        // Position the text above the bounding box
+        text_marker.pose.position.x = box_marker.points[0].x;
+        text_marker.pose.position.y = box_marker.points[0].y;
+        text_marker.pose.position.z = box_marker.points[0].z + 0.1;  // Adjust this value to position the text above the box
+
+        // Set the text to the detection label
+        text_marker.text = labelMap[stoi(detection.results[0].hypothesis.class_id)];
+        marker_array.markers.push_back(text_marker);
+    }
+    markerPub->publish(marker_array);
+    sensor_msgs::msg::Image outMsg;
+    cv_bridge::CvImage(preview->header, sensor_msgs::image_encodings::BGR8, previewMat).toImageMsg(outMsg);
+
+    overlayPub->publish(outMsg);
+}
+
+}  // namespace depthai_filters
+#include "rclcpp_components/register_node_macro.hpp"
+RCLCPP_COMPONENTS_REGISTER_NODE(depthai_filters::SpatialBB);
\ No newline at end of file
diff --git a/depthai_filters/src/utils.cpp b/depthai_filters/src/utils.cpp
index 24e63513..4fa097b5 100644
--- a/depthai_filters/src/utils.cpp
+++ b/depthai_filters/src/utils.cpp
@@ -14,5 +14,13 @@ cv::Mat msgToMat(const rclcpp::Logger& logger, const sensor_msgs::msg::Image::Co
     }
     return mat;
 }
+void addTextToFrame(cv::Mat &frame, const std::string &text, int x, int y){
+    auto white = cv::Scalar(255, 255, 255);
+    auto black = cv::Scalar(0, 0, 0);
+
+    cv::putText(frame, text, cv::Point(x, y), cv::FONT_HERSHEY_TRIPLEX, 0.5, white, 3);
+    cv::putText(frame, text, cv::Point(x, y), cv::FONT_HERSHEY_TRIPLEX, 0.5, black);
+
+}
 }  // namespace utils
 }  // namespace depthai_filters
\ No newline at end of file

From 131bff4766e6249e77c128989f670f90889797fb Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Fri, 23 Jun 2023 18:10:03 +0200
Subject: [PATCH 07/38] Qos overrides (#339)

---
 depthai-ros/CHANGELOG.rst                              |  7 ++++---
 .../include/depthai_bridge/BridgePublisher.hpp         |  9 +++++++--
 .../depthai_ros_driver/dai_nodes/nn/detection.hpp      |  4 +++-
 .../dai_nodes/nn/spatial_detection.hpp                 |  4 +++-
 depthai_ros_driver/src/dai_nodes/sensors/imu.cpp       | 10 ++++++----
 5 files changed, 23 insertions(+), 11 deletions(-)

diff --git a/depthai-ros/CHANGELOG.rst b/depthai-ros/CHANGELOG.rst
index 22e5e1a3..7771e4e0 100644
--- a/depthai-ros/CHANGELOG.rst
+++ b/depthai-ros/CHANGELOG.rst
@@ -2,15 +2,16 @@
 Changelog for package depthai-ros
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-2.7.3 (20230-06-16)
-
+2.7.3 (2023-06-16)
+-------------------
 * Pipeline generation as a plugin
 * Fixed bounding box generation issue
 * Stereo rectified streams publishing
 * Camera trigger mechanisms
 * Brightness filter
 
-2.7.2 (20230-05-08)
+2.7.2 (2023-05-08)
+-------------------
 * IMU improvements
 
 2.7.1 (2023-03-29)
diff --git a/depthai_bridge/include/depthai_bridge/BridgePublisher.hpp b/depthai_bridge/include/depthai_bridge/BridgePublisher.hpp
index 21105176..99f793bb 100644
--- a/depthai_bridge/include/depthai_bridge/BridgePublisher.hpp
+++ b/depthai_bridge/include/depthai_bridge/BridgePublisher.hpp
@@ -8,6 +8,7 @@
 #include "depthai/device/DataQueue.hpp"
 #include "image_transport/image_transport.hpp"
 #include "rclcpp/node.hpp"
+#include "rclcpp/qos.hpp"
 #include "sensor_msgs/msg/camera_info.hpp"
 #include "sensor_msgs/msg/image.hpp"
 #include "std_msgs/msg/header.hpp"
@@ -147,7 +148,9 @@ BridgePublisher<RosMsg, SimMsg>::BridgePublisher(std::shared_ptr<dai::DataOutput
 
 template <class RosMsg, class SimMsg>
 typename rclcpp::Publisher<RosMsg>::SharedPtr BridgePublisher<RosMsg, SimMsg>::advertise(int queueSize, std::false_type) {
-    return _node->create_publisher<RosMsg>(_rosTopic, queueSize);
+    rclcpp::PublisherOptions options;
+    options.qos_overriding_options = rclcpp::QosOverridingOptions();
+    return _node->create_publisher<RosMsg>(_rosTopic, queueSize, options);
 }
 
 template <class RosMsg, class SimMsg>
@@ -158,7 +161,9 @@ std::shared_ptr<image_transport::Publisher> BridgePublisher<RosMsg, SimMsg>::adv
         if(_cameraParamUri.empty()) {
             _camInfoManager->setCameraInfo(_cameraInfoData);
         }
-        _cameraInfoPublisher = _node->create_publisher<ImageMsgs::CameraInfo>(_cameraName + "/camera_info", queueSize);
+        rclcpp::PublisherOptions options;
+        options.qos_overriding_options = rclcpp::QosOverridingOptions();
+        _cameraInfoPublisher = _node->create_publisher<ImageMsgs::CameraInfo>(_cameraName + "/camera_info", queueSize, options);
     }
     return std::make_shared<image_transport::Publisher>(_it.advertise(_rosTopic, queueSize));
 }
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index f190f64b..fbaeb3cc 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -58,7 +58,9 @@ class Detection : public BaseNode {
                                                                          height,
                                                                          false,
                                                                          ph->getParam<bool>("i_get_base_device_timestamp"));
-        detPub = getROSNode()->template create_publisher<vision_msgs::msg::Detection2DArray>("~/" + getName() + "/detections", 10);
+        rclcpp::PublisherOptions options;
+        options.qos_overriding_options = rclcpp::QosOverridingOptions();
+        detPub = getROSNode()->template create_publisher<vision_msgs::msg::Detection2DArray>("~/" + getName() + "/detections", 10, options);
         nnQ->addCallback(std::bind(&Detection::detectionCB, this, std::placeholders::_1, std::placeholders::_2));
 
         if(ph->getParam<bool>("i_enable_passthrough")) {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
index a1241d01..4cf8e620 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
@@ -61,7 +61,9 @@ class SpatialDetection : public BaseNode {
                                                                              false,
                                                                              ph->getParam<bool>("i_get_base_device_timestamp"));
         nnQ->addCallback(std::bind(&SpatialDetection::spatialCB, this, std::placeholders::_1, std::placeholders::_2));
-        detPub = getROSNode()->template create_publisher<vision_msgs::msg::Detection3DArray>("~/" + getName() + "/spatial_detections", 10);
+        rclcpp::PublisherOptions options;
+        options.qos_overriding_options = rclcpp::QosOverridingOptions();
+        detPub = getROSNode()->template create_publisher<vision_msgs::msg::Detection3DArray>("~/" + getName() + "/spatial_detections", 10, options);
 
         if(ph->getParam<bool>("i_enable_passthrough")) {
             ptQ = device->getOutputQueue(ptQName, ph->getParam<int>("i_max_q_size"), false);
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp b/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
index e4c27e2e..cee348cd 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
@@ -38,6 +38,8 @@ void Imu::setupQueues(std::shared_ptr<dai::Device> device) {
     imuQ = device->getOutputQueue(imuQName, ph->getParam<int>("i_max_q_size"), false);
     auto tfPrefix = std::string(getROSNode()->get_name()) + "_" + getName();
     auto imuMode = ph->getSyncMethod();
+    rclcpp::PublisherOptions options;
+    options.qos_overriding_options = rclcpp::QosOverridingOptions();
     imuConverter = std::make_unique<dai::ros::ImuConverter>(tfPrefix + "_frame",
                                                             imuMode,
                                                             ph->getParam<float>("i_acc_cov"),
@@ -49,18 +51,18 @@ void Imu::setupQueues(std::shared_ptr<dai::Device> device) {
     param_handlers::imu::ImuMsgType msgType = ph->getMsgType();
     switch(msgType) {
         case param_handlers::imu::ImuMsgType::IMU: {
-            rosImuPub = getROSNode()->create_publisher<sensor_msgs::msg::Imu>("~/" + getName() + "/data", 10);
+            rosImuPub = getROSNode()->create_publisher<sensor_msgs::msg::Imu>("~/" + getName() + "/data", 10, options);
             imuQ->addCallback(std::bind(&Imu::imuRosQCB, this, std::placeholders::_1, std::placeholders::_2));
             break;
         }
         case param_handlers::imu::ImuMsgType::IMU_WITH_MAG: {
-            daiImuPub = getROSNode()->create_publisher<depthai_ros_msgs::msg::ImuWithMagneticField>("~/" + getName() + "/data", 10);
+            daiImuPub = getROSNode()->create_publisher<depthai_ros_msgs::msg::ImuWithMagneticField>("~/" + getName() + "/data", 10, options);
             imuQ->addCallback(std::bind(&Imu::imuDaiRosQCB, this, std::placeholders::_1, std::placeholders::_2));
             break;
         }
         case param_handlers::imu::ImuMsgType::IMU_WITH_MAG_SPLIT: {
-            rosImuPub = getROSNode()->create_publisher<sensor_msgs::msg::Imu>("~/" + getName() + "/data", 10);
-            magPub = getROSNode()->create_publisher<sensor_msgs::msg::MagneticField>("~/" + getName() + "/mag", 10);
+            rosImuPub = getROSNode()->create_publisher<sensor_msgs::msg::Imu>("~/" + getName() + "/data", 10, options);
+            magPub = getROSNode()->create_publisher<sensor_msgs::msg::MagneticField>("~/" + getName() + "/mag", 10, options);
             imuQ->addCallback(std::bind(&Imu::imuMagQCB, this, std::placeholders::_1, std::placeholders::_2));
             break;
         }

From ecf772b321435845966f8652adf3df3b7ce71e7a Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Mon, 26 Jun 2023 11:04:10 +0200
Subject: [PATCH 08/38] Ros time update humble (#340)

---
 .../depthai_bridge/DisparityConverter.hpp     | 24 ++++++++++++--
 .../include/depthai_bridge/ImageConverter.hpp | 22 +++++++++++++
 .../depthai_bridge/ImgDetectionConverter.hpp  | 22 +++++++++++++
 .../include/depthai_bridge/ImuConverter.hpp   | 22 +++++++++++++
 .../SpatialDetectionConverter.hpp             | 22 +++++++++++++
 .../include/depthai_bridge/depthaiUtility.hpp | 20 ++++++++++++
 depthai_bridge/src/DisparityConverter.cpp     |  7 +++++
 depthai_bridge/src/ImageConverter.cpp         | 10 ++++++
 depthai_bridge/src/ImgDetectionConverter.cpp  |  8 ++++-
 depthai_bridge/src/ImuConverter.cpp           | 10 ++++++
 .../src/SpatialDetectionConverter.cpp         | 10 ++++++
 .../launch/stereo_inertial_node.launch.py     |  9 +++++-
 .../src/stereo_inertial_publisher.cpp         | 15 +++++++++
 .../depthai_filters/detection2d_overlay.hpp   |  4 +--
 .../depthai_filters/segmentation_overlay.hpp  |  4 +--
 .../include/depthai_filters/spatial_bb.hpp    | 11 +++----
 depthai_filters/src/detection2d_overlay.cpp   |  4 +--
 depthai_filters/src/spatial_bb.cpp            | 31 +++++++++----------
 depthai_filters/src/utils.cpp                 |  3 +-
 .../dai_nodes/nn/detection.hpp                | 12 +++----
 .../dai_nodes/nn/spatial_detection.hpp        | 13 ++++----
 .../param_handlers/nn_param_handler.hpp       |  1 +
 .../src/dai_nodes/sensors/imu.cpp             |  1 +
 .../src/dai_nodes/sensors/mono.cpp            |  1 +
 .../src/dai_nodes/sensors/rgb.cpp             |  2 ++
 .../src/dai_nodes/sensors/sensor_wrapper.cpp  |  2 +-
 depthai_ros_driver/src/dai_nodes/stereo.cpp   | 26 ++++++----------
 .../src/param_handlers/imu_param_handler.cpp  |  1 +
 .../param_handlers/sensor_param_handler.cpp   |  9 +++---
 .../param_handlers/stereo_param_handler.cpp   | 11 +++----
 .../src/pipeline/pipeline_generator.cpp       |  2 +-
 31 files changed, 261 insertions(+), 78 deletions(-)

diff --git a/depthai_bridge/include/depthai_bridge/DisparityConverter.hpp b/depthai_bridge/include/depthai_bridge/DisparityConverter.hpp
index 6432520e..568844b6 100644
--- a/depthai_bridge/include/depthai_bridge/DisparityConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/DisparityConverter.hpp
@@ -25,17 +25,37 @@ class DisparityConverter {
     DisparityConverter(
         const std::string frameName, float focalLength, float baseline = 7.5, float minDepth = 80, float maxDepth = 1100, bool getBaseDeviceTimestamp = false);
     ~DisparityConverter();
+
+    /**
+     * @brief Handles cases in which the ROS time shifts forward or backward
+     *  Should be called at regular intervals or on-change of ROS time, depending
+     *  on monitoring.
+     *
+     */
+    void updateRosBaseTime();
+
+    /**
+     * @brief Commands the converter to automatically update the ROS base time on message conversion based on variable
+     *
+     * @param update: bool whether to automatically update the ROS base time on message conversion
+     */
+    void setUpdateRosBaseTimeOnToRosMsg(bool update = true) {
+        _updateRosBaseTimeOnToRosMsg = update;
+    }
+
     void toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<DisparityMsgs::DisparityImage>& outImageMsg);
     DisparityImagePtr toRosMsgPtr(std::shared_ptr<dai::ImgFrame> inData);
 
-    // void toDaiMsg(const DisparityMsgs::DisparityImage& inMsg, dai::ImgFrame& outData);
-
    private:
     const std::string _frameName = "";
     const float _focalLength = 882.2, _baseline = 7.5, _minDepth = 80, _maxDepth;
     std::chrono::time_point<std::chrono::steady_clock> _steadyBaseTime;
     rclcpp::Time _rosBaseTime;
     bool _getBaseDeviceTimestamp;
+    // For handling ROS time shifts and debugging
+    int64_t _totalNsChange{0};
+    // Whether to update the ROS base time on each message conversion
+    bool _updateRosBaseTimeOnToRosMsg{false};
 };
 
 }  // namespace ros
diff --git a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
index 9dc09523..834f4e05 100644
--- a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
@@ -37,6 +37,24 @@ class ImageConverter {
     ImageConverter(const std::string frameName, bool interleaved, bool getBaseDeviceTimestamp = false);
     ~ImageConverter();
     ImageConverter(bool interleaved, bool getBaseDeviceTimestamp = false);
+
+    /**
+     * @brief Handles cases in which the ROS time shifts forward or backward
+     *  Should be called at regular intervals or on-change of ROS time, depending
+     *  on monitoring.
+     *
+     */
+    void updateRosBaseTime();
+
+    /**
+     * @brief Commands the converter to automatically update the ROS base time on message conversion based on variable
+     *
+     * @param update: bool whether to automatically update the ROS base time on message conversion
+     */
+    void setUpdateRosBaseTimeOnToRosMsg(bool update = true) {
+        _updateRosBaseTimeOnToRosMsg = update;
+    }
+
     void toRosMsgFromBitStream(std::shared_ptr<dai::ImgFrame> inData,
                                std::deque<ImageMsgs::Image>& outImageMsgs,
                                dai::RawImgFrame::Type type,
@@ -73,6 +91,10 @@ class ImageConverter {
 
     rclcpp::Time _rosBaseTime;
     bool _getBaseDeviceTimestamp;
+    // For handling ROS time shifts and debugging
+    int64_t _totalNsChange{0};
+    // Whether to update the ROS base time on each message conversion
+    bool _updateRosBaseTimeOnToRosMsg{false};
 };
 
 }  // namespace ros
diff --git a/depthai_bridge/include/depthai_bridge/ImgDetectionConverter.hpp b/depthai_bridge/include/depthai_bridge/ImgDetectionConverter.hpp
index ce74a758..e6fe15b3 100644
--- a/depthai_bridge/include/depthai_bridge/ImgDetectionConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImgDetectionConverter.hpp
@@ -20,6 +20,24 @@ class ImgDetectionConverter {
     // DetectionConverter() = default;
     ImgDetectionConverter(std::string frameName, int width, int height, bool normalized = false, bool getBaseDeviceTimestamp = false);
     ~ImgDetectionConverter();
+
+    /**
+     * @brief Handles cases in which the ROS time shifts forward or backward
+     *  Should be called at regular intervals or on-change of ROS time, depending
+     *  on monitoring.
+     *
+     */
+    void updateRosBaseTime();
+
+    /**
+     * @brief Commands the converter to automatically update the ROS base time on message conversion based on variable
+     *
+     * @param update: bool whether to automatically update the ROS base time on message conversion
+     */
+    void setUpdateRosBaseTimeOnToRosMsg(bool update = true) {
+        _updateRosBaseTimeOnToRosMsg = update;
+    }
+
     void toRosMsg(std::shared_ptr<dai::ImgDetections> inNetData, std::deque<VisionMsgs::Detection2DArray>& opDetectionMsgs);
 
     Detection2DArrayPtr toRosMsgPtr(std::shared_ptr<dai::ImgDetections> inNetData);
@@ -31,6 +49,10 @@ class ImgDetectionConverter {
     std::chrono::time_point<std::chrono::steady_clock> _steadyBaseTime;
     rclcpp::Time _rosBaseTime;
     bool _getBaseDeviceTimestamp;
+    // For handling ROS time shifts and debugging
+    int64_t _totalNsChange{0};
+    // Whether to update the ROS base time on each message conversion
+    bool _updateRosBaseTimeOnToRosMsg{false};
 };
 
 /** TODO(sachin): Do we need to have ros msg -> dai bounding box ?
diff --git a/depthai_bridge/include/depthai_bridge/ImuConverter.hpp b/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
index 74f8a471..cc2b1546 100644
--- a/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
@@ -35,6 +35,24 @@ class ImuConverter {
                  bool enable_rotation = false,
                  bool getBaseDeviceTimestamp = false);
     ~ImuConverter();
+
+    /**
+     * @brief Handles cases in which the ROS time shifts forward or backward
+     *  Should be called at regular intervals or on-change of ROS time, depending
+     *  on monitoring.
+     *
+     */
+    void updateRosBaseTime();
+
+    /**
+     * @brief Commands the converter to automatically update the ROS base time on message conversion based on variable
+     *
+     * @param update: bool whether to automatically update the ROS base time on message conversion
+     */
+    void setUpdateRosBaseTimeOnToRosMsg(bool update = true) {
+        _updateRosBaseTimeOnToRosMsg = update;
+    }
+
     void toRosMsg(std::shared_ptr<dai::IMUData> inData, std::deque<ImuMsgs::Imu>& outImuMsgs);
     void toRosDaiMsg(std::shared_ptr<dai::IMUData> inData, std::deque<depthai_ros_msgs::msg::ImuWithMagneticField>& outImuMsgs);
 
@@ -114,6 +132,10 @@ class ImuConverter {
     std::chrono::time_point<std::chrono::steady_clock> _steadyBaseTime;
     rclcpp::Time _rosBaseTime;
     bool _getBaseDeviceTimestamp;
+    // For handling ROS time shifts and debugging
+    int64_t _totalNsChange{0};
+    // Whether to update the ROS base time on each message conversion
+    bool _updateRosBaseTimeOnToRosMsg{false};
 
     void fillImuMsg(dai::IMUReportAccelerometer report, ImuMsgs::Imu& msg);
     void fillImuMsg(dai::IMUReportGyroscope report, ImuMsgs::Imu& msg);
diff --git a/depthai_bridge/include/depthai_bridge/SpatialDetectionConverter.hpp b/depthai_bridge/include/depthai_bridge/SpatialDetectionConverter.hpp
index 76285987..f9eab50e 100644
--- a/depthai_bridge/include/depthai_bridge/SpatialDetectionConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/SpatialDetectionConverter.hpp
@@ -20,6 +20,24 @@ class SpatialDetectionConverter {
    public:
     SpatialDetectionConverter(std::string frameName, int width, int height, bool normalized = false, bool getBaseDeviceTimestamp = false);
     ~SpatialDetectionConverter();
+
+    /**
+     * @brief Handles cases in which the ROS time shifts forward or backward
+     *  Should be called at regular intervals or on-change of ROS time, depending
+     *  on monitoring.
+     *
+     */
+    void updateRosBaseTime();
+
+    /**
+     * @brief Commands the converter to automatically update the ROS base time on message conversion based on variable
+     *
+     * @param update: bool whether to automatically update the ROS base time on message conversion
+     */
+    void setUpdateRosBaseTimeOnToRosMsg(bool update = true) {
+        _updateRosBaseTimeOnToRosMsg = update;
+    }
+
     void toRosMsg(std::shared_ptr<dai::SpatialImgDetections> inNetData, std::deque<SpatialMessages::SpatialDetectionArray>& opDetectionMsg);
     void toRosVisionMsg(std::shared_ptr<dai::SpatialImgDetections> inNetData, std::deque<vision_msgs::msg::Detection3DArray>& opDetectionMsg);
 
@@ -33,6 +51,10 @@ class SpatialDetectionConverter {
 
     rclcpp::Time _rosBaseTime;
     bool _getBaseDeviceTimestamp;
+    // For handling ROS time shifts and debugging
+    int64_t _totalNsChange{0};
+    // Whether to update the ROS base time on each message conversion
+    bool _updateRosBaseTimeOnToRosMsg{false};
 };
 
 /** TODO(sachin): Do we need to have ros msg -> dai bounding box ?
diff --git a/depthai_bridge/include/depthai_bridge/depthaiUtility.hpp b/depthai_bridge/include/depthai_bridge/depthaiUtility.hpp
index cda9132c..c2d315a8 100644
--- a/depthai_bridge/include/depthai_bridge/depthaiUtility.hpp
+++ b/depthai_bridge/include/depthai_bridge/depthaiUtility.hpp
@@ -74,6 +74,8 @@ enum LogLevel { DEBUG, INFO, WARN, ERROR, FATAL };
 
 #define DEPTHAI_ROS_FATAL_STREAM_ONCE(loggerName, args) DEPTHAI_ROS_LOG_STREAM(loggerName, dai::ros::LogLevel::FATAL, true, args)
 
+static const int64_t ZERO_TIME_DELTA_NS{100};
+
 inline rclcpp::Time getFrameTime(rclcpp::Time rclBaseTime,
                                  std::chrono::time_point<std::chrono::steady_clock> steadyBaseTime,
                                  std::chrono::time_point<std::chrono::steady_clock, std::chrono::steady_clock::duration> currTimePoint) {
@@ -84,5 +86,23 @@ inline rclcpp::Time getFrameTime(rclcpp::Time rclBaseTime,
     return rclStamp;
 }
 
+inline void updateBaseTime(std::chrono::time_point<std::chrono::steady_clock> steadyBaseTime, rclcpp::Time rclBaseTime, int64_t& totalNsChange) {
+    rclcpp::Time currentRosTime = rclcpp::Clock().now();
+    std::chrono::time_point<std::chrono::steady_clock> currentSteadyTime = std::chrono::steady_clock::now();
+    // In nanoseconds
+    auto expectedOffset = std::chrono::duration_cast<std::chrono::nanoseconds>(currentSteadyTime - steadyBaseTime).count();
+    uint64_t previousBaseTimeNs = rclBaseTime.nanoseconds();
+    rclBaseTime = rclcpp::Time(currentRosTime.nanoseconds() - expectedOffset);
+    uint64_t newBaseTimeNs = rclBaseTime.nanoseconds();
+    int64_t diff = static_cast<int64_t>(newBaseTimeNs - previousBaseTimeNs);
+    totalNsChange += diff;
+    if(::abs(diff) > ZERO_TIME_DELTA_NS) {
+        // Has been updated
+        DEPTHAI_ROS_DEBUG_STREAM("ROS BASE TIME CHANGE: ",
+                                 "ROS base time changed by " << std::to_string(diff) << " ns. Total change: " << std::to_string(totalNsChange)
+                                                             << " ns. New time: " << std::to_string(rclBaseTime.nanoseconds()) << " ns.");
+    }
+}
+
 }  // namespace ros
 }  // namespace dai
\ No newline at end of file
diff --git a/depthai_bridge/src/DisparityConverter.cpp b/depthai_bridge/src/DisparityConverter.cpp
index 90367591..107e4e1d 100644
--- a/depthai_bridge/src/DisparityConverter.cpp
+++ b/depthai_bridge/src/DisparityConverter.cpp
@@ -21,7 +21,14 @@ DisparityConverter::DisparityConverter(
 
 DisparityConverter::~DisparityConverter() = default;
 
+void DisparityConverter::updateRosBaseTime() {
+    updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
+}
+
 void DisparityConverter::toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<DisparityMsgs::DisparityImage>& outDispImageMsgs) {
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
     std::chrono::_V2::steady_clock::time_point tstamp;
     if(_getBaseDeviceTimestamp)
         tstamp = inData->getTimestampDevice();
diff --git a/depthai_bridge/src/ImageConverter.cpp b/depthai_bridge/src/ImageConverter.cpp
index 6025663c..3ab623b8 100644
--- a/depthai_bridge/src/ImageConverter.cpp
+++ b/depthai_bridge/src/ImageConverter.cpp
@@ -36,10 +36,17 @@ ImageConverter::ImageConverter(const std::string frameName, bool interleaved, bo
 
 ImageConverter::~ImageConverter() = default;
 
+void ImageConverter::updateRosBaseTime() {
+    updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
+}
+
 void ImageConverter::toRosMsgFromBitStream(std::shared_ptr<dai::ImgFrame> inData,
                                            std::deque<ImageMsgs::Image>& outImageMsgs,
                                            dai::RawImgFrame::Type type,
                                            const sensor_msgs::msg::CameraInfo& info) {
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
     std::chrono::_V2::steady_clock::time_point tstamp;
     if(_getBaseDeviceTimestamp)
         tstamp = inData->getTimestampDevice();
@@ -95,6 +102,9 @@ void ImageConverter::toRosMsgFromBitStream(std::shared_ptr<dai::ImgFrame> inData
 }
 
 void ImageConverter::toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<ImageMsgs::Image>& outImageMsgs) {
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
     std::chrono::_V2::steady_clock::time_point tstamp;
     if(_getBaseDeviceTimestamp)
         tstamp = inData->getTimestampDevice();
diff --git a/depthai_bridge/src/ImgDetectionConverter.cpp b/depthai_bridge/src/ImgDetectionConverter.cpp
index 4e89eb48..d631c88e 100644
--- a/depthai_bridge/src/ImgDetectionConverter.cpp
+++ b/depthai_bridge/src/ImgDetectionConverter.cpp
@@ -18,8 +18,14 @@ ImgDetectionConverter::ImgDetectionConverter(std::string frameName, int width, i
 
 ImgDetectionConverter::~ImgDetectionConverter() = default;
 
+void ImgDetectionConverter::updateRosBaseTime() {
+    updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
+}
+
 void ImgDetectionConverter::toRosMsg(std::shared_ptr<dai::ImgDetections> inNetData, std::deque<VisionMsgs::Detection2DArray>& opDetectionMsgs) {
-    // setting the header
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
     std::chrono::_V2::steady_clock::time_point tstamp;
     if(_getBaseDeviceTimestamp)
         tstamp = inNetData->getTimestampDevice();
diff --git a/depthai_bridge/src/ImuConverter.cpp b/depthai_bridge/src/ImuConverter.cpp
index 54eea829..84771132 100644
--- a/depthai_bridge/src/ImuConverter.cpp
+++ b/depthai_bridge/src/ImuConverter.cpp
@@ -30,6 +30,10 @@ ImuConverter::ImuConverter(const std::string& frameName,
 
 ImuConverter::~ImuConverter() = default;
 
+void ImuConverter::updateRosBaseTime() {
+    updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
+}
+
 void ImuConverter::fillImuMsg(dai::IMUReportAccelerometer report, ImuMsgs::Imu& msg) {
     msg.linear_acceleration.x = report.x;
     msg.linear_acceleration.y = report.y;
@@ -84,6 +88,9 @@ void ImuConverter::fillImuMsg(dai::IMUReportMagneticField report, depthai_ros_ms
 }
 
 void ImuConverter::toRosMsg(std::shared_ptr<dai::IMUData> inData, std::deque<ImuMsgs::Imu>& outImuMsgs) {
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
     if(_syncMode != ImuSyncMethod::COPY) {
         FillImuData_LinearInterpolation(inData->packets, outImuMsgs);
     } else {
@@ -106,6 +113,9 @@ void ImuConverter::toRosMsg(std::shared_ptr<dai::IMUData> inData, std::deque<Imu
 }
 
 void ImuConverter::toRosDaiMsg(std::shared_ptr<dai::IMUData> inData, std::deque<depthai_ros_msgs::msg::ImuWithMagneticField>& outImuMsgs) {
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
     if(_syncMode != ImuSyncMethod::COPY) {
         FillImuData_LinearInterpolation(inData->packets, outImuMsgs);
     } else {
diff --git a/depthai_bridge/src/SpatialDetectionConverter.cpp b/depthai_bridge/src/SpatialDetectionConverter.cpp
index 5ebd1391..bf5ca47d 100644
--- a/depthai_bridge/src/SpatialDetectionConverter.cpp
+++ b/depthai_bridge/src/SpatialDetectionConverter.cpp
@@ -17,8 +17,15 @@ SpatialDetectionConverter::SpatialDetectionConverter(std::string frameName, int
 
 SpatialDetectionConverter::~SpatialDetectionConverter() = default;
 
+void SpatialDetectionConverter::updateRosBaseTime() {
+    updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
+}
+
 void SpatialDetectionConverter::toRosMsg(std::shared_ptr<dai::SpatialImgDetections> inNetData,
                                          std::deque<SpatialMessages::SpatialDetectionArray>& opDetectionMsgs) {
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
     std::chrono::_V2::steady_clock::time_point tstamp;
     if(_getBaseDeviceTimestamp)
         tstamp = inNetData->getTimestampDevice();
@@ -87,6 +94,9 @@ SpatialDetectionArrayPtr SpatialDetectionConverter::toRosMsgPtr(std::shared_ptr<
 
 void SpatialDetectionConverter::toRosVisionMsg(std::shared_ptr<dai::SpatialImgDetections> inNetData,
                                                std::deque<vision_msgs::msg::Detection3DArray>& opDetectionMsgs) {
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
     std::chrono::_V2::steady_clock::time_point tstamp;
     if(_getBaseDeviceTimestamp)
         tstamp = inNetData->getTimestampDevice();
diff --git a/depthai_examples/launch/stereo_inertial_node.launch.py b/depthai_examples/launch/stereo_inertial_node.launch.py
index ee5f24c7..e6febeeb 100644
--- a/depthai_examples/launch/stereo_inertial_node.launch.py
+++ b/depthai_examples/launch/stereo_inertial_node.launch.py
@@ -75,6 +75,7 @@ def generate_launch_description():
     enableFloodLight   = LaunchConfiguration('enableFloodLight', default = False)
     dotProjectormA     = LaunchConfiguration('dotProjectormA', default = 200.0)
     floodLightmA       = LaunchConfiguration('floodLightmA', default = 200.0)
+    enableRosBaseTimeUpdate       = LaunchConfiguration('enableRosBaseTimeUpdate', default = False)
     enableRviz         = LaunchConfiguration('enableRviz', default = True)
 
 
@@ -294,6 +295,11 @@ def generate_launch_description():
         'floodLightmA',
         default_value=floodLightmA,
         description='Set the mA at which you intend to drive the FloodLight. Default is set to 200mA.')
+    declare_enableRosBaseTimeUpdate_cmd = DeclareLaunchArgument(
+        'enableRosBaseTimeUpdate',
+        default_value=enableRosBaseTimeUpdate,
+        description='Whether to update ROS time on each message.')
+
 
     declare_enableRviz_cmd = DeclareLaunchArgument(
         'enableRviz',
@@ -359,7 +365,8 @@ def generate_launch_description():
                         {'enableDotProjector':      enableDotProjector},
                         {'enableFloodLight':        enableFloodLight},
                         {'dotProjectormA':          dotProjectormA},
-                        {'floodLightmA':            floodLightmA}
+                        {'floodLightmA':            floodLightmA},
+                        {'enableRosBaseTimeUpdate': enableRosBaseTimeUpdate}
                         ])
     
     depth_metric_converter = launch_ros.descriptions.ComposableNode(
diff --git a/depthai_examples/src/stereo_inertial_publisher.cpp b/depthai_examples/src/stereo_inertial_publisher.cpp
index 7a0cb155..08a60e55 100644
--- a/depthai_examples/src/stereo_inertial_publisher.cpp
+++ b/depthai_examples/src/stereo_inertial_publisher.cpp
@@ -296,6 +296,7 @@ int main(int argc, char** argv) {
     bool usb2Mode, poeMode, syncNN;
     double angularVelCovariance, linearAccelCovariance;
     double dotProjectormA, floodLightmA;
+    bool enableRosBaseTimeUpdate;
     std::string nnName(BLOB_NAME);  // Set your blob name for the model here
 
     node->declare_parameter("mxId", "");
@@ -338,6 +339,7 @@ int main(int argc, char** argv) {
     node->declare_parameter("enableFloodLight", false);
     node->declare_parameter("dotProjectormA", 200.0);
     node->declare_parameter("floodLightmA", 200.0);
+    node->declare_parameter("enableRosBaseTimeUpdate", false);
 
     // updating parameters if defined in launch file.
 
@@ -380,6 +382,7 @@ int main(int argc, char** argv) {
     node->get_parameter("enableFloodLight", enableFloodLight);
     node->get_parameter("dotProjectormA", dotProjectormA);
     node->get_parameter("floodLightmA", floodLightmA);
+    node->get_parameter("enableRosBaseTimeUpdate", enableRosBaseTimeUpdate);
 
     if(resourceBaseFolder.empty()) {
         throw std::runtime_error("Send the path to the resouce folder containing NNBlob in \'resourceBaseFolder\' ");
@@ -491,11 +494,20 @@ int main(int argc, char** argv) {
     }
 
     dai::rosBridge::ImageConverter converter(tfPrefix + "_left_camera_optical_frame", true);
+    if(enableRosBaseTimeUpdate) {
+        converter.setUpdateRosBaseTimeOnToRosMsg();
+    }
     dai::rosBridge::ImageConverter rightconverter(tfPrefix + "_right_camera_optical_frame", true);
+    if(enableRosBaseTimeUpdate) {
+        rightconverter.setUpdateRosBaseTimeOnToRosMsg();
+    }
     const std::string leftPubName = rectify ? std::string("left/image_rect") : std::string("left/image_raw");
     const std::string rightPubName = rectify ? std::string("right/image_rect") : std::string("right/image_raw");
 
     dai::rosBridge::ImuConverter imuConverter(tfPrefix + "_imu_frame", imuMode, linearAccelCovariance, angularVelCovariance);
+    if(enableRosBaseTimeUpdate) {
+        imuConverter.setUpdateRosBaseTimeOnToRosMsg();
+    }
     dai::rosBridge::BridgePublisher<sensor_msgs::msg::Imu, dai::IMUData> imuPublish(
         imuQueue,
         node,
@@ -513,6 +525,9 @@ int main(int argc, char** argv) {
     // const std::string rightPubName = rectify ? std::string("right/image_rect") : std::string("right/image_raw");
 
     dai::rosBridge::ImageConverter rgbConverter(tfPrefix + "_rgb_camera_optical_frame", false);
+    if(enableRosBaseTimeUpdate) {
+        rgbConverter.setUpdateRosBaseTimeOnToRosMsg();
+    }
     if(enableDepth) {
         auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, width, height);
         auto depthCameraInfo =
diff --git a/depthai_filters/include/depthai_filters/detection2d_overlay.hpp b/depthai_filters/include/depthai_filters/detection2d_overlay.hpp
index de080f7a..2b79ef75 100644
--- a/depthai_filters/include/depthai_filters/detection2d_overlay.hpp
+++ b/depthai_filters/include/depthai_filters/detection2d_overlay.hpp
@@ -23,8 +23,8 @@ class Detection2DOverlay : public rclcpp::Node {
     std::unique_ptr<message_filters::Synchronizer<syncPolicy>> sync;
     rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr overlayPub;
     std::vector<std::string> labelMap = {"background", "aeroplane", "bicycle",     "bird",  "boat",        "bottle", "bus",
-                                               "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
-                                               "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
+                                         "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
+                                         "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
 };
 
 }  // namespace depthai_filters
\ No newline at end of file
diff --git a/depthai_filters/include/depthai_filters/segmentation_overlay.hpp b/depthai_filters/include/depthai_filters/segmentation_overlay.hpp
index e8dbe781..3ddc7a91 100644
--- a/depthai_filters/include/depthai_filters/segmentation_overlay.hpp
+++ b/depthai_filters/include/depthai_filters/segmentation_overlay.hpp
@@ -21,8 +21,8 @@ class SegmentationOverlay : public rclcpp::Node {
     std::unique_ptr<message_filters::Synchronizer<syncPolicy>> sync;
     rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr overlayPub;
     std::vector<std::string> labelMap = {"background", "aeroplane", "bicycle",     "bird",  "boat",        "bottle", "bus",
-                                               "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
-                                               "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
+                                         "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
+                                         "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
 };
 
 }  // namespace depthai_filters
\ No newline at end of file
diff --git a/depthai_filters/include/depthai_filters/spatial_bb.hpp b/depthai_filters/include/depthai_filters/spatial_bb.hpp
index 8b2385d4..2eaf92d3 100644
--- a/depthai_filters/include/depthai_filters/spatial_bb.hpp
+++ b/depthai_filters/include/depthai_filters/spatial_bb.hpp
@@ -1,6 +1,5 @@
 #pragma once
 
-#include "visualization_msgs/msg/marker_array.hpp"
 #include "message_filters/subscriber.h"
 #include "message_filters/sync_policies/approximate_time.h"
 #include "message_filters/synchronizer.h"
@@ -8,6 +7,7 @@
 #include "sensor_msgs/msg/camera_info.hpp"
 #include "sensor_msgs/msg/image.hpp"
 #include "vision_msgs/msg/detection3_d_array.hpp"
+#include "visualization_msgs/msg/marker_array.hpp"
 
 namespace depthai_filters {
 class SpatialBB : public rclcpp::Node {
@@ -23,15 +23,14 @@ class SpatialBB : public rclcpp::Node {
     message_filters::Subscriber<vision_msgs::msg::Detection3DArray> detSub;
     message_filters::Subscriber<sensor_msgs::msg::CameraInfo> infoSub;
 
-    typedef message_filters::sync_policies::
-        ApproximateTime<sensor_msgs::msg::Image, sensor_msgs::msg::CameraInfo, vision_msgs::msg::Detection3DArray>
-            syncPolicy;
+    typedef message_filters::sync_policies::ApproximateTime<sensor_msgs::msg::Image, sensor_msgs::msg::CameraInfo, vision_msgs::msg::Detection3DArray>
+        syncPolicy;
     std::unique_ptr<message_filters::Synchronizer<syncPolicy>> sync;
     rclcpp::Publisher<visualization_msgs::msg::MarkerArray>::SharedPtr markerPub;
     rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr overlayPub;
     std::vector<std::string> labelMap = {"background", "aeroplane", "bicycle",     "bird",  "boat",        "bottle", "bus",
-                                               "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
-                                               "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
+                                         "car",        "cat",       "chair",       "cow",   "diningtable", "dog",    "horse",
+                                         "motorbike",  "person",    "pottedplant", "sheep", "sofa",        "train",  "tvmonitor"};
     bool desqueeze = false;
 };
 
diff --git a/depthai_filters/src/detection2d_overlay.cpp b/depthai_filters/src/detection2d_overlay.cpp
index 0f2c5ac0..8ad65b36 100644
--- a/depthai_filters/src/detection2d_overlay.cpp
+++ b/depthai_filters/src/detection2d_overlay.cpp
@@ -30,10 +30,10 @@ void Detection2DOverlay::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr
         auto y2 = detection.bbox.center.position.y + detections->detections[0].bbox.size_y / 2.0;
         auto labelStr = labelMap[stoi(detection.results[0].hypothesis.class_id)];
         auto confidence = detection.results[0].hypothesis.score;
-        utils::addTextToFrame(previewMat, labelStr, x1+10, y1+20);
+        utils::addTextToFrame(previewMat, labelStr, x1 + 10, y1 + 20);
         std::stringstream confStr;
         confStr << std::fixed << std::setprecision(2) << confidence * 100;
-        utils::addTextToFrame(previewMat, confStr.str(), x1+10, y1+40);
+        utils::addTextToFrame(previewMat, confStr.str(), x1 + 10, y1 + 40);
         cv::rectangle(previewMat, cv::Rect(cv::Point(x1, y1), cv::Point(x2, y2)), blue);
     }
     sensor_msgs::msg::Image outMsg;
diff --git a/depthai_filters/src/spatial_bb.cpp b/depthai_filters/src/spatial_bb.cpp
index f2c41d8d..5a3a7f0f 100644
--- a/depthai_filters/src/spatial_bb.cpp
+++ b/depthai_filters/src/spatial_bb.cpp
@@ -15,8 +15,7 @@ void SpatialBB::onInit() {
     infoSub.subscribe(this, "stereo/camera_info");
     detSub.subscribe(this, "nn/spatial_detections");
     sync = std::make_unique<message_filters::Synchronizer<syncPolicy>>(syncPolicy(10), previewSub, infoSub, detSub);
-    sync->registerCallback(
-        std::bind(&SpatialBB::overlayCB, this, std::placeholders::_1, std::placeholders::_2, std::placeholders::_3));
+    sync->registerCallback(std::bind(&SpatialBB::overlayCB, this, std::placeholders::_1, std::placeholders::_2, std::placeholders::_3));
     markerPub = this->create_publisher<visualization_msgs::msg::MarkerArray>("spatial_bb", 10);
     overlayPub = this->create_publisher<sensor_msgs::msg::Image>("overlay", 10);
     desqueeze = this->declare_parameter<bool>("desqueeze", false);
@@ -24,19 +23,18 @@ void SpatialBB::onInit() {
 }
 
 void SpatialBB::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& preview,
-                               const sensor_msgs::msg::CameraInfo::ConstSharedPtr& info,
-                               const vision_msgs::msg::Detection3DArray::ConstSharedPtr& detections) {
+                          const sensor_msgs::msg::CameraInfo::ConstSharedPtr& info,
+                          const vision_msgs::msg::Detection3DArray::ConstSharedPtr& detections) {
     cv::Mat previewMat = utils::msgToMat(this->get_logger(), preview, sensor_msgs::image_encodings::BGR8);
     auto blue = cv::Scalar(255, 0, 0);
 
     double ratioY = double(info->height) / double(previewMat.rows);
     double ratioX;
     int offsetX;
-    if(desqueeze){
+    if(desqueeze) {
         ratioX = double(info->width) / double(previewMat.cols);
-        offsetX=0;
-    }
-    else{
+        offsetX = 0;
+    } else {
         ratioX = ratioY;
         offsetX = (info->width - info->height) / 2.0;
     }
@@ -55,29 +53,28 @@ void SpatialBB::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& preview
 
         cv::rectangle(previewMat, cv::Rect(cv::Point(x1, y1), cv::Point(x2, y2)), blue);
         auto labelStr = labelMap[stoi(detection.results[0].hypothesis.class_id)];
-        utils::addTextToFrame(previewMat, labelStr, x1+10, y1+10);
+        utils::addTextToFrame(previewMat, labelStr, x1 + 10, y1 + 10);
         auto confidence = detection.results[0].hypothesis.score;
         std::stringstream confStr;
         confStr << std::fixed << std::setprecision(2) << confidence * 100;
-        utils::addTextToFrame(previewMat, confStr.str(), x1+10, y1+40);
+        utils::addTextToFrame(previewMat, confStr.str(), x1 + 10, y1 + 40);
 
         std::stringstream depthX;
         depthX << "X: " << detection.results[0].pose.pose.position.x << " mm";
-        utils::addTextToFrame(previewMat, depthX.str(), x1+10, y1+60);
-        
+        utils::addTextToFrame(previewMat, depthX.str(), x1 + 10, y1 + 60);
+
         std::stringstream depthY;
-        depthY << "Y: " <<  detection.results[0].pose.pose.position.y << " mm";
-        utils::addTextToFrame(previewMat, depthY.str(), x1+10, y1+75);
+        depthY << "Y: " << detection.results[0].pose.pose.position.y << " mm";
+        utils::addTextToFrame(previewMat, depthY.str(), x1 + 10, y1 + 75);
         std::stringstream depthZ;
-        depthZ << "Z: " <<  detection.results[0].pose.pose.position.z << " mm";
-        utils::addTextToFrame(previewMat, depthZ.str(), x1+10, y1+90);
+        depthZ << "Z: " << detection.results[0].pose.pose.position.z << " mm";
+        utils::addTextToFrame(previewMat, depthZ.str(), x1 + 10, y1 + 90);
 
         // Marker publishing
         const auto& bbox = detection.bbox;
         auto bbox_size_x = bbox.size.x * ratioX;
         auto bbox_size_y = bbox.size.y * ratioY;
 
-
         auto bbox_center_x = bbox.center.position.x * ratioX + offsetX;
         auto bbox_center_y = bbox.center.position.y * ratioY + offsetY;
         visualization_msgs::msg::Marker box_marker;
diff --git a/depthai_filters/src/utils.cpp b/depthai_filters/src/utils.cpp
index 4fa097b5..1e6b9cea 100644
--- a/depthai_filters/src/utils.cpp
+++ b/depthai_filters/src/utils.cpp
@@ -14,13 +14,12 @@ cv::Mat msgToMat(const rclcpp::Logger& logger, const sensor_msgs::msg::Image::Co
     }
     return mat;
 }
-void addTextToFrame(cv::Mat &frame, const std::string &text, int x, int y){
+void addTextToFrame(cv::Mat& frame, const std::string& text, int x, int y) {
     auto white = cv::Scalar(255, 255, 255);
     auto black = cv::Scalar(0, 0, 0);
 
     cv::putText(frame, text, cv::Point(x, y), cv::FONT_HERSHEY_TRIPLEX, 0.5, white, 3);
     cv::putText(frame, text, cv::Point(x, y), cv::FONT_HERSHEY_TRIPLEX, 0.5, black);
-
 }
 }  // namespace utils
 }  // namespace depthai_filters
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index fbaeb3cc..26728ad9 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -48,16 +48,13 @@ class Detection : public BaseNode {
         if(ph->getParam<bool>("i_disable_resize")) {
             width = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
             height = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
-        }
-        else{
+        } else {
             width = imageManip->initialConfig.getResizeConfig().width;
             height = imageManip->initialConfig.getResizeConfig().height;
         }
-        detConverter = std::make_unique<dai::ros::ImgDetectionConverter>(tfPrefix + "_camera_optical_frame",
-                                                                         width,
-                                                                         height,
-                                                                         false,
-                                                                         ph->getParam<bool>("i_get_base_device_timestamp"));
+        detConverter = std::make_unique<dai::ros::ImgDetectionConverter>(
+            tfPrefix + "_camera_optical_frame", width, height, false, ph->getParam<bool>("i_get_base_device_timestamp"));
+        detConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
         rclcpp::PublisherOptions options;
         options.qos_overriding_options = rclcpp::QosOverridingOptions();
         detPub = getROSNode()->template create_publisher<vision_msgs::msg::Detection2DArray>("~/" + getName() + "/detections", 10, options);
@@ -66,6 +63,7 @@ class Detection : public BaseNode {
         if(ph->getParam<bool>("i_enable_passthrough")) {
             ptQ = device->getOutputQueue(ptQName, ph->getParam<int>("i_max_q_size"), false);
             imageConverter = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false);
+            imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
             infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
                 getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
             infoManager->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
index 4cf8e620..5cba6324 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
@@ -50,16 +50,13 @@ class SpatialDetection : public BaseNode {
         if(ph->getParam<bool>("i_disable_resize")) {
             width = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
             height = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
-        }
-        else{
+        } else {
             width = imageManip->initialConfig.getResizeConfig().width;
             height = imageManip->initialConfig.getResizeConfig().height;
         }
-        detConverter = std::make_unique<dai::ros::SpatialDetectionConverter>(tfPrefix + "_camera_optical_frame",
-                                                                             width,
-                                                                             height,
-                                                                             false,
-                                                                             ph->getParam<bool>("i_get_base_device_timestamp"));
+        detConverter = std::make_unique<dai::ros::SpatialDetectionConverter>(
+            tfPrefix + "_camera_optical_frame", width, height, false, ph->getParam<bool>("i_get_base_device_timestamp"));
+        detConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
         nnQ->addCallback(std::bind(&SpatialDetection::spatialCB, this, std::placeholders::_1, std::placeholders::_2));
         rclcpp::PublisherOptions options;
         options.qos_overriding_options = rclcpp::QosOverridingOptions();
@@ -68,6 +65,7 @@ class SpatialDetection : public BaseNode {
         if(ph->getParam<bool>("i_enable_passthrough")) {
             ptQ = device->getOutputQueue(ptQName, ph->getParam<int>("i_max_q_size"), false);
             ptImageConverter = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false);
+            ptImageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
             ptInfoMan = std::make_shared<camera_info_manager::CameraInfoManager>(
                 getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
             ptInfoMan->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
@@ -88,6 +86,7 @@ class SpatialDetection : public BaseNode {
             };
             ptDepthQ = device->getOutputQueue(ptDepthQName, ph->getParam<int>("i_max_q_size"), false);
             ptDepthImageConverter = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false);
+            ptDepthImageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
             ptDepthInfoMan = std::make_shared<camera_info_manager::CameraInfoManager>(
                 getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
             ptDepthInfoMan->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/nn_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/nn_param_handler.hpp
index 3dec9c08..2fc65c79 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/nn_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/nn_param_handler.hpp
@@ -42,6 +42,7 @@ class NNParamHandler : public BaseParamHandler {
         declareAndLogParam<bool>("i_enable_passthrough", false);
         declareAndLogParam<bool>("i_enable_passthrough_depth", false);
         declareAndLogParam<bool>("i_get_base_device_timestamp", false);
+        declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
         auto nn_path = getParam<std::string>("i_nn_config_path");
         using json = nlohmann::json;
         std::ifstream f(nn_path);
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp b/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
index cee348cd..78f6cc7a 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
@@ -48,6 +48,7 @@ void Imu::setupQueues(std::shared_ptr<dai::Device> device) {
                                                             ph->getParam<float>("i_mag_cov"),
                                                             ph->getParam<bool>("i_enable_rotation"),
                                                             ph->getParam<bool>("i_get_base_device_timestamp"));
+    imuConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
     param_handlers::imu::ImuMsgType msgType = ph->getMsgType();
     switch(msgType) {
         case param_handlers::imu::ImuMsgType::IMU: {
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
index 66de75a1..7266a08b 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
@@ -60,6 +60,7 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
         auto tfPrefix = getTFPrefix(getName());
         imageConverter =
             std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
+        imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
         monoPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
         infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index 2ac136a5..52425001 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -73,6 +73,7 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
         imageConverter =
             std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
+        imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
             infoManager->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                                                     *imageConverter,
@@ -104,6 +105,7 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + previewQName).get(), previewQName);
         auto tfPrefix = getTFPrefix(getName());
         imageConverter = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false);
+        imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
             previewInfoManager->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                                                            *imageConverter,
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
index 93b68385..06566462 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
@@ -63,7 +63,7 @@ SensorWrapper::SensorWrapper(const std::string& daiNodeName,
 }
 SensorWrapper::~SensorWrapper() = default;
 
-sensor_helpers::ImageSensor SensorWrapper::getSensorData(){
+sensor_helpers::ImageSensor SensorWrapper::getSensorData() {
     return sensorData;
 }
 
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index b8457ba4..6e087ccf 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -90,6 +90,7 @@ void Stereo::setupLeftRectQueue(std::shared_ptr<dai::Device> device) {
     leftRectQ = device->getOutputQueue(leftRectQName, ph->getOtherNodeParam<int>(leftSensInfo.name, "i_max_q_size"), false);
     auto tfPrefix = getTFPrefix(leftSensInfo.name);
     leftRectConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
+    leftRectConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
     leftRectIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + leftSensInfo.name).get(), "/rect");
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
@@ -101,17 +102,12 @@ void Stereo::setupLeftRectQueue(std::shared_ptr<dai::Device> device) {
     leftRectIM->setCameraInfo(info);
     leftRectPub = image_transport::create_camera_publisher(getROSNode(), "~/" + leftSensInfo.name + "/image_rect");
     dai::RawImgFrame::Type encType = dai::RawImgFrame::Type::GRAY8;
-    if(left->getSensorData().color){
+    if(left->getSensorData().color) {
         encType = dai::RawImgFrame::Type::BGR888i;
     }
     if(ph->getParam<bool>("i_left_rect_low_bandwidth")) {
-        leftRectQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
-                                         std::placeholders::_1,
-                                         std::placeholders::_2,
-                                         *leftRectConv,
-                                         leftRectPub,
-                                         leftRectIM,
-                                         encType));
+        leftRectQ->addCallback(
+            std::bind(sensor_helpers::compressedImgCB, std::placeholders::_1, std::placeholders::_2, *leftRectConv, leftRectPub, leftRectIM, encType));
     } else {
         leftRectQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *leftRectConv, leftRectPub, leftRectIM));
     }
@@ -121,6 +117,7 @@ void Stereo::setupRightRectQueue(std::shared_ptr<dai::Device> device) {
     rightRectQ = device->getOutputQueue(rightRectQName, ph->getOtherNodeParam<int>(rightSensInfo.name, "i_max_q_size"), false);
     auto tfPrefix = getTFPrefix(rightSensInfo.name);
     rightRectConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
+    rightRectConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
     rightRectIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + rightSensInfo.name).get(), "/rect");
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
@@ -132,17 +129,12 @@ void Stereo::setupRightRectQueue(std::shared_ptr<dai::Device> device) {
     rightRectIM->setCameraInfo(info);
     rightRectPub = image_transport::create_camera_publisher(getROSNode(), "~/" + rightSensInfo.name + "/image_rect");
     dai::RawImgFrame::Type encType = dai::RawImgFrame::Type::GRAY8;
-    if(right->getSensorData().color){
+    if(right->getSensorData().color) {
         encType = dai::RawImgFrame::Type::BGR888i;
     }
     if(ph->getParam<bool>("i_right_rect_low_bandwidth")) {
-        rightRectQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
-                                         std::placeholders::_1,
-                                         std::placeholders::_2,
-                                         *rightRectConv,
-                                         rightRectPub,
-                                         rightRectIM,
-                                         encType));
+        rightRectQ->addCallback(
+            std::bind(sensor_helpers::compressedImgCB, std::placeholders::_1, std::placeholders::_2, *rightRectConv, rightRectPub, rightRectIM, encType));
     } else {
         rightRectQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *rightRectConv, rightRectPub, rightRectIM));
     }
@@ -157,7 +149,7 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
         tfPrefix = getTFPrefix(rightSensInfo.name);
     }
     stereoConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
-
+    stereoConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
     stereoPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
     stereoIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
diff --git a/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp b/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
index 879817e9..7dcdb3b1 100644
--- a/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
@@ -25,6 +25,7 @@ void ImuParamHandler::declareParams(std::shared_ptr<dai::node::IMU> imu, const s
     declareAndLogParam<float>("i_gyro_cov", 0.0);
     declareAndLogParam<float>("i_rot_cov", -1.0);
     declareAndLogParam<float>("i_mag_cov", 0.0);
+    declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     bool rotationAvailable = imuType == "BNO086";
     if(declareAndLogParam<bool>("i_enable_rotation", false)) {
         if(rotationAvailable) {
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index c05a4b50..18a75206 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -26,6 +26,7 @@ void SensorParamHandler::declareCommonParams() {
     declareAndLogParam<bool>("i_disable_node", false);
     declareAndLogParam<bool>("i_get_base_device_timestamp", false);
     declareAndLogParam<int>("i_board_socket_id", 0);
+    declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     fSyncModeMap = {
         {"OFF", dai::CameraControl::FrameSyncMode::OFF},
         {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
@@ -57,10 +58,10 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> mo
     if(declareAndLogParam<bool>("r_set_man_exposure", false)) {
         monoCam->initialControl.setManualExposure(exposure, iso);
     }
-    if(declareAndLogParam<bool>("i_fsync_continuous", false)){
+    if(declareAndLogParam<bool>("i_fsync_continuous", false)) {
         monoCam->initialControl.setFrameSyncMode(utils::getValFromMap(declareAndLogParam<std::string>("i_fsync_mode", "INPUT"), fSyncModeMap));
     }
-    if(declareAndLogParam<bool>("i_fsync_trigger", false)){
+    if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         monoCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
     }
 }
@@ -124,10 +125,10 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     if(declareAndLogParam("r_set_man_whitebalance", false)) {
         colorCam->initialControl.setManualWhiteBalance(whitebalance);
     }
-    if(declareAndLogParam<bool>("i_fsync_continuous", false)){
+    if(declareAndLogParam<bool>("i_fsync_continuous", false)) {
         colorCam->initialControl.setFrameSyncMode(utils::getValFromMap(declareAndLogParam<std::string>("i_fsync_mode", "INPUT"), fSyncModeMap));
     }
-    if(declareAndLogParam<bool>("i_fsync_trigger", false)){
+    if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         colorCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
     }
 }
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index f334264f..7400a46d 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -43,8 +43,9 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     declareAndLogParam<int>("i_low_bandwidth_quality", 50);
     declareAndLogParam<bool>("i_output_disparity", false);
     declareAndLogParam<bool>("i_get_base_device_timestamp", false);
+    declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     declareAndLogParam<bool>("i_publish_topic", true);
-    
+
     declareAndLogParam<bool>("i_publish_left_rect", false);
     declareAndLogParam<bool>("i_left_rect_low_bandwidth", false);
     declareAndLogParam<int>("i_left_rect_low_bandwidth_quality", 50);
@@ -77,7 +78,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     }
     declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket));
     stereo->setDepthAlign(socket);
-            
+
     if(declareAndLogParam<bool>("i_set_input_size", false)) {
         stereo->setInputResolution(declareAndLogParam<int>("i_input_width", 1280), declareAndLogParam<int>("i_input_height", 720));
     }
@@ -93,13 +94,11 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
         stereo->initialConfig.setSubpixel(true);
         stereo->initialConfig.setSubpixelFractionalBits(declareAndLogParam<int>("i_subpixel_fractional_bits", 3));
     }
-    stereo->setExtendedDisparity(declareAndLogParam<bool>("i_extended_disp", false));
     stereo->setRectifyEdgeFillColor(declareAndLogParam<int>("i_rectify_edge_fill_color", 0));
     auto config = stereo->initialConfig.get();
     config.costMatching.disparityWidth = utils::getValFromMap(declareAndLogParam<std::string>("i_disparity_width", "DISPARITY_96"), disparityWidthMap);
-    if(!config.algorithmControl.enableExtended) {
-        config.costMatching.enableCompanding = declareAndLogParam<bool>("i_enable_companding", false);
-    }
+    stereo->setExtendedDisparity(declareAndLogParam<bool>("i_extended_disp", false));
+    config.costMatching.enableCompanding = declareAndLogParam<bool>("i_enable_companding", false);
     config.postProcessing.temporalFilter.enable = declareAndLogParam<bool>("i_enable_temporal_filter", false);
     if(config.postProcessing.temporalFilter.enable) {
         config.postProcessing.temporalFilter.alpha = declareAndLogParam<float>("i_temporal_filter_alpha", 0.4);
diff --git a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
index bf0b6747..d9a6be32 100644
--- a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
+++ b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
@@ -38,7 +38,7 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> PipelineGenerator::createPipel
     }
 
     if(enableImu) {
-        if(device->getConnectedIMU()== "NONE") {
+        if(device->getConnectedIMU() == "NONE") {
             RCLCPP_WARN(node->get_logger(), "IMU enabled but not available!");
         } else {
             auto imu = std::make_unique<dai_nodes::Imu>("imu", node, pipeline, device);

From 6693cfec253d629960aae1940de0361e352327b1 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Mon, 26 Jun 2023 11:14:59 +0200
Subject: [PATCH 09/38] Pre release v2.7.4 (#343)

---
 depthai-ros/CHANGELOG.rst           | 5 +++++
 depthai-ros/CMakeLists.txt          | 2 +-
 depthai-ros/package.xml             | 2 +-
 depthai_bridge/CMakeLists.txt       | 2 +-
 depthai_bridge/package.xml          | 2 +-
 depthai_descriptions/CMakeLists.txt | 2 +-
 depthai_descriptions/package.xml    | 2 +-
 depthai_examples/CMakeLists.txt     | 2 +-
 depthai_examples/package.xml        | 2 +-
 depthai_filters/CMakeLists.txt      | 2 +-
 depthai_filters/package.xml         | 2 +-
 depthai_ros_driver/CMakeLists.txt   | 2 +-
 depthai_ros_driver/package.xml      | 2 +-
 depthai_ros_msgs/CMakeLists.txt     | 2 +-
 depthai_ros_msgs/package.xml        | 2 +-
 15 files changed, 19 insertions(+), 14 deletions(-)

diff --git a/depthai-ros/CHANGELOG.rst b/depthai-ros/CHANGELOG.rst
index 7771e4e0..257723c2 100644
--- a/depthai-ros/CHANGELOG.rst
+++ b/depthai-ros/CHANGELOG.rst
@@ -2,6 +2,11 @@
 Changelog for package depthai-ros
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
+2.7.4 (2023-06-26)
+-------------------
+* ROS time update
+* Minor bugfixes
+
 2.7.3 (2023-06-16)
 -------------------
 * Pipeline generation as a plugin
diff --git a/depthai-ros/CMakeLists.txt b/depthai-ros/CMakeLists.txt
index 890f0ec9..442342b7 100644
--- a/depthai-ros/CMakeLists.txt
+++ b/depthai-ros/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai-ros VERSION 2.7.3 LANGUAGES CXX C)
+project(depthai-ros VERSION 2.7.4 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 
diff --git a/depthai-ros/package.xml b/depthai-ros/package.xml
index 8b354deb..97732f87 100644
--- a/depthai-ros/package.xml
+++ b/depthai-ros/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai-ros</name>
-  <version>2.7.3</version>
+  <version>2.7.4</version>
   <description>The depthai-ros package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index e3d077e9..4d291c1e 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -1,7 +1,7 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 
-project(depthai_bridge VERSION 2.7.3 LANGUAGES CXX C)
+project(depthai_bridge VERSION 2.7.4 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_bridge/package.xml b/depthai_bridge/package.xml
index e84f6e96..ee235e1a 100644
--- a/depthai_bridge/package.xml
+++ b/depthai_bridge/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_bridge</name>
-  <version>2.7.3</version>
+  <version>2.7.4</version>
   <description>The depthai_bridge package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_descriptions/CMakeLists.txt b/depthai_descriptions/CMakeLists.txt
index cdc65c8f..958e11c5 100644
--- a/depthai_descriptions/CMakeLists.txt
+++ b/depthai_descriptions/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_descriptions VERSION 2.7.3)
+project(depthai_descriptions VERSION 2.7.4)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_descriptions/package.xml b/depthai_descriptions/package.xml
index 474adbb5..b7264dec 100644
--- a/depthai_descriptions/package.xml
+++ b/depthai_descriptions/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_descriptions</name>
-  <version>2.7.3</version>
+  <version>2.7.4</version>
   <description>The depthai_descriptions package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_examples/CMakeLists.txt b/depthai_examples/CMakeLists.txt
index f343ebff..2ef1933e 100644
--- a/depthai_examples/CMakeLists.txt
+++ b/depthai_examples/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
-project(depthai_examples VERSION 2.7.3 LANGUAGES CXX C)
+project(depthai_examples VERSION 2.7.4 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_examples/package.xml b/depthai_examples/package.xml
index bee9333f..d73e9184 100644
--- a/depthai_examples/package.xml
+++ b/depthai_examples/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_examples</name>
-  <version>2.7.3</version>
+  <version>2.7.4</version>
   <description>The depthai_examples package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index a64164b3..1b11fd77 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_filters VERSION 2.7.3 LANGUAGES CXX C)
+project(depthai_filters VERSION 2.7.4 LANGUAGES CXX C)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_filters/package.xml b/depthai_filters/package.xml
index 292aa763..e5afa787 100644
--- a/depthai_filters/package.xml
+++ b/depthai_filters/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_filters</name>
-  <version>2.7.3</version>
+  <version>2.7.4</version>
   <description>Depthai filters package</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <license>MIT</license>
diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index 73723316..920dc33f 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.22)
-project(depthai_ros_driver VERSION 2.7.3)
+project(depthai_ros_driver VERSION 2.7.4)
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 set(CMAKE_BUILD_SHARED_LIBS ON)
 set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
diff --git a/depthai_ros_driver/package.xml b/depthai_ros_driver/package.xml
index fa2adb1e..99b05e63 100644
--- a/depthai_ros_driver/package.xml
+++ b/depthai_ros_driver/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_ros_driver</name>
-  <version>2.7.3</version>
+  <version>2.7.4</version>
   <description>Depthai ROS Monolithic node.</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_ros_msgs/CMakeLists.txt b/depthai_ros_msgs/CMakeLists.txt
index 7cc85967..fd4c0851 100644
--- a/depthai_ros_msgs/CMakeLists.txt
+++ b/depthai_ros_msgs/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai_ros_msgs VERSION 2.7.3)
+project(depthai_ros_msgs VERSION 2.7.4)
 
 if(POLICY CMP0057)
     cmake_policy(SET CMP0057 NEW)
diff --git a/depthai_ros_msgs/package.xml b/depthai_ros_msgs/package.xml
index 4b5ac275..5f7a3663 100644
--- a/depthai_ros_msgs/package.xml
+++ b/depthai_ros_msgs/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_ros_msgs</name>
-  <version>2.7.3</version>
+  <version>2.7.4</version>
   <description>Package to keep interface independent of the driver</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>

From 0a977db1b36e212920be36dec4d2d69d1d373c5a Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Mon, 7 Aug 2023 14:46:43 +0200
Subject: [PATCH 10/38] Imu sync fix humble (#357)

---
 depthai-ros/CHANGELOG.rst                     |  4 +
 depthai-ros/CMakeLists.txt                    |  2 +-
 depthai-ros/package.xml                       |  2 +-
 depthai_bridge/CMakeLists.txt                 |  2 +-
 .../include/depthai_bridge/ImuConverter.hpp   | 77 ++++++++++++++++++-
 depthai_bridge/package.xml                    |  2 +-
 depthai_bridge/src/ImuConverter.cpp           |  5 +-
 depthai_descriptions/CMakeLists.txt           |  2 +-
 depthai_descriptions/package.xml              |  2 +-
 depthai_examples/CMakeLists.txt               |  2 +-
 depthai_examples/package.xml                  |  2 +-
 depthai_examples/src/depth_crop_control.cpp   |  6 +-
 depthai_examples/src/rgb_stereo_node.cpp      | 10 +--
 .../src/stereo_inertial_publisher.cpp         | 36 ++++-----
 depthai_examples/src/stereo_publisher.cpp     |  8 +-
 .../src/yolov4_spatial_publisher.cpp          | 10 +--
 depthai_filters/CMakeLists.txt                |  2 +-
 depthai_filters/package.xml                   |  2 +-
 depthai_ros_driver/CMakeLists.txt             |  2 +-
 .../depthai_ros_driver/dai_nodes/stereo.hpp   |  4 +-
 .../launch/example_multicam.launch.py         |  1 -
 depthai_ros_driver/package.xml                |  3 +-
 .../src/dai_nodes/nn/segmentation.cpp         |  2 +-
 .../src/dai_nodes/sensors/rgb.cpp             |  2 +-
 depthai_ros_driver/src/dai_nodes/stereo.cpp   |  3 +
 .../param_handlers/stereo_param_handler.cpp   |  2 +-
 .../src/pipeline/base_types.cpp               | 14 ++--
 depthai_ros_msgs/CMakeLists.txt               |  2 +-
 depthai_ros_msgs/package.xml                  |  2 +-
 29 files changed, 144 insertions(+), 69 deletions(-)

diff --git a/depthai-ros/CHANGELOG.rst b/depthai-ros/CHANGELOG.rst
index 257723c2..7af7d5e7 100644
--- a/depthai-ros/CHANGELOG.rst
+++ b/depthai-ros/CHANGELOG.rst
@@ -2,6 +2,10 @@
 Changelog for package depthai-ros
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
+2.7.5 (2023-08-07)
+-------------------
+* IMU sync fix
+
 2.7.4 (2023-06-26)
 -------------------
 * ROS time update
diff --git a/depthai-ros/CMakeLists.txt b/depthai-ros/CMakeLists.txt
index 442342b7..28e63452 100644
--- a/depthai-ros/CMakeLists.txt
+++ b/depthai-ros/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai-ros VERSION 2.7.4 LANGUAGES CXX C)
+project(depthai-ros VERSION 2.7.5 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 
diff --git a/depthai-ros/package.xml b/depthai-ros/package.xml
index 97732f87..2be1cd74 100644
--- a/depthai-ros/package.xml
+++ b/depthai-ros/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai-ros</name>
-  <version>2.7.4</version>
+  <version>2.7.5</version>
   <description>The depthai-ros package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index 4d291c1e..6930d4df 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -1,7 +1,7 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 
-project(depthai_bridge VERSION 2.7.4 LANGUAGES CXX C)
+project(depthai_bridge VERSION 2.7.5 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_bridge/include/depthai_bridge/ImuConverter.hpp b/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
index cc2b1546..6cf7a36d 100644
--- a/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
@@ -108,17 +108,25 @@ class ImuConverter {
             }
 
             if(_syncMode == ImuSyncMethod::LINEAR_INTERPOLATE_ACCEL) {
-                if(accelHist.size() < 3) {
+                if(accelHist.size() < 3 && gyroHist.size() && rotationHist.size() && magnHist.size()) {
                     continue;
                 } else {
-                    interpolate(accelHist, gyroHist, rotationHist, magnHist, imuMsgs);
+                    if(_enable_rotation) {
+                        interpolate(accelHist, gyroHist, rotationHist, magnHist, imuMsgs);
+                    } else {
+                        interpolate(accelHist, gyroHist, imuMsgs);
+                    }
                 }
 
             } else if(_syncMode == ImuSyncMethod::LINEAR_INTERPOLATE_GYRO) {
-                if(gyroHist.size() < 3) {
+                if(gyroHist.size() < 3 && accelHist.size() && rotationHist.size() && magnHist.size()) {
                     continue;
                 } else {
-                    interpolate(gyroHist, accelHist, rotationHist, magnHist, imuMsgs);
+                    if(_enable_rotation) {
+                        interpolate(gyroHist, accelHist, rotationHist, magnHist, imuMsgs);
+                    } else {
+                        interpolate(gyroHist, accelHist, imuMsgs);
+                    }
                 }
             }
         }
@@ -159,6 +167,67 @@ class ImuConverter {
         msg.header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, timestamp);
     }
 
+    template <typename I, typename S, typename M>
+    void CreateUnitMessage(I first, S second, M& msg, std::chrono::_V2::steady_clock::time_point timestamp) {
+        fillImuMsg(first, msg);
+        fillImuMsg(second, msg);
+
+        msg.header.frame_id = _frameName;
+
+        msg.header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, timestamp);
+    }
+
+    template <typename I, typename S, typename M>
+    void interpolate(std::deque<I>& interpolated, std::deque<S>& second, std::deque<M>& imuMsgs) {
+        I interp0, interp1;
+        S currSecond;
+        interp0.sequence = -1;
+        while(interpolated.size()) {
+            if(interp0.sequence == -1) {
+                interp0 = interpolated.front();
+                interpolated.pop_front();
+            } else {
+                interp1 = interpolated.front();
+                interpolated.pop_front();
+                // remove std::milli to get in seconds
+                std::chrono::duration<double, std::milli> duration_ms = interp1.timestamp.get() - interp0.timestamp.get();
+                double dt = duration_ms.count();
+                while(second.size()) {
+                    currSecond = second.front();
+                    if(currSecond.timestamp.get() > interp0.timestamp.get() && currSecond.timestamp.get() <= interp1.timestamp.get()) {
+                        // remove std::milli to get in seconds
+                        std::chrono::duration<double, std::milli> diff = currSecond.timestamp.get() - interp0.timestamp.get();
+                        const double alpha = diff.count() / dt;
+                        I interp = lerpImu(interp0, interp1, alpha);
+                        M msg;
+                        std::chrono::_V2::steady_clock::time_point tstamp;
+                        if(_getBaseDeviceTimestamp)
+                            tstamp = currSecond.getTimestampDevice();
+                        else
+                            tstamp = currSecond.getTimestamp();
+                        CreateUnitMessage(interp, currSecond, msg, tstamp);
+                        imuMsgs.push_back(msg);
+                        second.pop_front();
+                    } else if(currSecond.timestamp.get() > interp1.timestamp.get()) {
+                        interp0 = interp1;
+                        if(interpolated.size()) {
+                            interp1 = interpolated.front();
+                            interpolated.pop_front();
+                            duration_ms = interp1.timestamp.get() - interp0.timestamp.get();
+                            dt = duration_ms.count();
+                        } else {
+                            break;
+                        }
+                    } else {
+                        second.pop_front();
+                    }
+                }
+                interp0 = interp1;
+            }
+        }
+        interpolated.push_back(interp0);
+    }
+
     template <typename I, typename S, typename T, typename F, typename M>
     void interpolate(std::deque<I>& interpolated, std::deque<S>& second, std::deque<T>& third, std::deque<F>& fourth, std::deque<M>& imuMsgs) {
         I interp0, interp1;
diff --git a/depthai_bridge/package.xml b/depthai_bridge/package.xml
index ee235e1a..9002320b 100644
--- a/depthai_bridge/package.xml
+++ b/depthai_bridge/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_bridge</name>
-  <version>2.7.4</version>
+  <version>2.7.5</version>
   <description>The depthai_bridge package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_bridge/src/ImuConverter.cpp b/depthai_bridge/src/ImuConverter.cpp
index 84771132..e733d0f3 100644
--- a/depthai_bridge/src/ImuConverter.cpp
+++ b/depthai_bridge/src/ImuConverter.cpp
@@ -97,8 +97,6 @@ void ImuConverter::toRosMsg(std::shared_ptr<dai::IMUData> inData, std::deque<Imu
         for(int i = 0; i < inData->packets.size(); ++i) {
             auto accel = inData->packets[i].acceleroMeter;
             auto gyro = inData->packets[i].gyroscope;
-            auto rot = inData->packets[i].rotationVector;
-            auto magn = inData->packets[i].magneticField;
             ImuMsgs::Imu msg;
             std::chrono::_V2::steady_clock::time_point tstamp;
             if(_getBaseDeviceTimestamp)
@@ -106,7 +104,8 @@ void ImuConverter::toRosMsg(std::shared_ptr<dai::IMUData> inData, std::deque<Imu
             else
                 tstamp = accel.getTimestamp();
 
-            CreateUnitMessage(accel, gyro, rot, magn, msg, tstamp);
+            CreateUnitMessage(accel, gyro, msg, tstamp);
+
             outImuMsgs.push_back(msg);
         }
     }
diff --git a/depthai_descriptions/CMakeLists.txt b/depthai_descriptions/CMakeLists.txt
index 958e11c5..ab4b4278 100644
--- a/depthai_descriptions/CMakeLists.txt
+++ b/depthai_descriptions/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_descriptions VERSION 2.7.4)
+project(depthai_descriptions VERSION 2.7.5)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_descriptions/package.xml b/depthai_descriptions/package.xml
index b7264dec..0a7f3123 100644
--- a/depthai_descriptions/package.xml
+++ b/depthai_descriptions/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_descriptions</name>
-  <version>2.7.4</version>
+  <version>2.7.5</version>
   <description>The depthai_descriptions package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_examples/CMakeLists.txt b/depthai_examples/CMakeLists.txt
index 2ef1933e..84dc5876 100644
--- a/depthai_examples/CMakeLists.txt
+++ b/depthai_examples/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
-project(depthai_examples VERSION 2.7.4 LANGUAGES CXX C)
+project(depthai_examples VERSION 2.7.5 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_examples/package.xml b/depthai_examples/package.xml
index d73e9184..37140550 100644
--- a/depthai_examples/package.xml
+++ b/depthai_examples/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_examples</name>
-  <version>2.7.4</version>
+  <version>2.7.5</version>
   <description>The depthai_examples package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_examples/src/depth_crop_control.cpp b/depthai_examples/src/depth_crop_control.cpp
index 6245912e..b1667516 100644
--- a/depthai_examples/src/depth_crop_control.cpp
+++ b/depthai_examples/src/depth_crop_control.cpp
@@ -102,8 +102,8 @@ int main() {
     }
 
     // Properties
-    monoRight->setBoardSocket(dai::CameraBoardSocket::RIGHT);
-    monoLeft->setBoardSocket(dai::CameraBoardSocket::LEFT);
+    monoRight->setBoardSocket(dai::CameraBoardSocket::CAM_C);
+    monoLeft->setBoardSocket(dai::CameraBoardSocket::CAM_B);
     monoRight->setResolution(monoRes);
     monoLeft->setResolution(monoRes);
 
@@ -139,7 +139,7 @@ int main() {
 
     dai::rosBridge::ImageConverter depthConverter(cameraName + "_right_camera_optical_frame", true);
     // TODO(sachin): Modify the calibration based on crop from service
-    auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, monoWidth, monoHeight);
+    auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, monoWidth, monoHeight);
 
     dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> depthPublish(
         depthQueue,
diff --git a/depthai_examples/src/rgb_stereo_node.cpp b/depthai_examples/src/rgb_stereo_node.cpp
index d2f22ee9..6576e28a 100644
--- a/depthai_examples/src/rgb_stereo_node.cpp
+++ b/depthai_examples/src/rgb_stereo_node.cpp
@@ -70,9 +70,9 @@ std::tuple<dai::Pipeline, int, int> createPipeline(bool lrcheck,
 
     // MonoCamera
     monoLeft->setResolution(monoResolution);
-    monoLeft->setBoardSocket(dai::CameraBoardSocket::LEFT);
+    monoLeft->setBoardSocket(dai::CameraBoardSocket::CAM_B);
     monoRight->setResolution(monoResolution);
-    monoRight->setBoardSocket(dai::CameraBoardSocket::RIGHT);
+    monoRight->setBoardSocket(dai::CameraBoardSocket::CAM_C);
 
     // StereoDepth
     stereo->initialConfig.setConfidenceThreshold(confidence);
@@ -249,9 +249,9 @@ int main(int argc, char** argv) {
     dai::rosBridge::ImageConverter depthConverter(tfPrefix + "_right_camera_optical_frame", true);
     dai::rosBridge::ImageConverter rgbConverter(tfPrefix + "_rgb_camera_optical_frame", true);
 
-    auto stereoCameraInfo = depthConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, monoWidth, monoHeight);
-    auto previewCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, previewWidth, previewHeight);
-    auto videoCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, colorWidth, colorHeight);
+    auto stereoCameraInfo = depthConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, monoWidth, monoHeight);
+    auto previewCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, previewWidth, previewHeight);
+    auto videoCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, colorWidth, colorHeight);
 
     if(useDepth) {
         depthPublish = std::make_unique<dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame>>(
diff --git a/depthai_examples/src/stereo_inertial_publisher.cpp b/depthai_examples/src/stereo_inertial_publisher.cpp
index 08a60e55..a4fc8258 100644
--- a/depthai_examples/src/stereo_inertial_publisher.cpp
+++ b/depthai_examples/src/stereo_inertial_publisher.cpp
@@ -96,10 +96,10 @@ std::tuple<dai::Pipeline, int, int> createPipeline(bool enableDepth,
 
     // MonoCamera
     monoLeft->setResolution(monoResolution);
-    monoLeft->setBoardSocket(dai::CameraBoardSocket::LEFT);
+    monoLeft->setBoardSocket(dai::CameraBoardSocket::CAM_B);
     monoLeft->setFps(stereo_fps);
     monoRight->setResolution(monoResolution);
-    monoRight->setBoardSocket(dai::CameraBoardSocket::RIGHT);
+    monoRight->setBoardSocket(dai::CameraBoardSocket::CAM_C);
     monoRight->setFps(stereo_fps);
 
     // StereoDepth
@@ -109,7 +109,7 @@ std::tuple<dai::Pipeline, int, int> createPipeline(bool enableDepth,
     stereo->setLeftRightCheck(lrcheck);
     stereo->setExtendedDisparity(extended);
     stereo->setSubpixel(subpixel);
-    if(enableDepth && depth_aligned) stereo->setDepthAlign(dai::CameraBoardSocket::RGB);
+    if(enableDepth && depth_aligned) stereo->setDepthAlign(dai::CameraBoardSocket::CAM_A);
 
     // Imu
     imu->enableIMUSensor(dai::IMUSensor::ACCELEROMETER_RAW, 500);
@@ -122,7 +122,7 @@ std::tuple<dai::Pipeline, int, int> createPipeline(bool enableDepth,
         auto camRgb = pipeline.create<dai::node::ColorCamera>();
         auto xoutRgb = pipeline.create<dai::node::XLinkOut>();
         xoutRgb->setStreamName("rgb");
-        camRgb->setBoardSocket(dai::CameraBoardSocket::RGB);
+        camRgb->setBoardSocket(dai::CameraBoardSocket::CAM_A);
         dai::node::ColorCamera::Properties::SensorResolution rgbResolution;
 
         if(rgbResolutionStr == "1080p") {
@@ -519,8 +519,8 @@ int main(int argc, char** argv) {
 
     imuPublish.addPublisherCallback();
 
-    // auto leftCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::LEFT, monoWidth, monoHeight);
-    // auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, monoWidth, monoHeight);
+    // auto leftCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_B, monoWidth, monoHeight);
+    // auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, monoWidth, monoHeight);
     // const std::string leftPubName = rectify ? std::string("left/image_rect") : std::string("left/image_raw");
     // const std::string rightPubName = rectify ? std::string("right/image_rect") : std::string("right/image_raw");
 
@@ -529,9 +529,9 @@ int main(int argc, char** argv) {
         rgbConverter.setUpdateRosBaseTimeOnToRosMsg();
     }
     if(enableDepth) {
-        auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, width, height);
+        auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, width, height);
         auto depthCameraInfo =
-            depth_aligned ? rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, width, height) : rightCameraInfo;
+            depth_aligned ? rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, width, height) : rightCameraInfo;
         auto depthconverter = depth_aligned ? rgbConverter : rightconverter;
 
         dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> depthPublish(
@@ -549,7 +549,7 @@ int main(int argc, char** argv) {
         depthPublish.addPublisherCallback();
 
         if(depth_aligned) {
-            auto rgbCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, width, height);
+            auto rgbCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, width, height);
             auto imgQueue = device->getOutputQueue("rgb", 30, false);
             dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> rgbPublish(
                 imgQueue,
@@ -564,7 +564,7 @@ int main(int argc, char** argv) {
             if(enableSpatialDetection) {
                 auto previewQueue = device->getOutputQueue("preview", 30, false);
                 auto detectionQueue = device->getOutputQueue("detections", 30, false);
-                auto previewCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, previewWidth, previewHeight);
+                auto previewCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, previewWidth, previewHeight);
 
                 dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> previewPublish(
                     previewQueue,
@@ -588,8 +588,8 @@ int main(int argc, char** argv) {
             }
             rclcpp::spin(node);
         } else {
-            auto leftCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::LEFT, width, height);
-            auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, width, height);
+            auto leftCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_B, width, height);
+            auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, width, height);
 
             auto leftQueue = device->getOutputQueue("left", 30, false);
             auto rightQueue = device->getOutputQueue("right", 30, false);
@@ -616,10 +616,10 @@ int main(int argc, char** argv) {
     } else {
         std::string tfSuffix = depth_aligned ? "_rgb_camera_optical_frame" : "_right_camera_optical_frame";
         dai::rosBridge::DisparityConverter dispConverter(tfPrefix + tfSuffix, 880, 7.5, 20, 2000);  // TODO(sachin): undo hardcoding of baseline
-        auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, width, height);
+        auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, width, height);
 
         auto disparityCameraInfo =
-            depth_aligned ? rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, 1280, 720) : rightCameraInfo;
+            depth_aligned ? rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, 1280, 720) : rightCameraInfo;
         auto depthconverter = depth_aligned ? rgbConverter : rightconverter;
         dai::rosBridge::BridgePublisher<stereo_msgs::msg::DisparityImage, dai::ImgFrame> dispPublish(
             stereoQueue,
@@ -632,7 +632,7 @@ int main(int argc, char** argv) {
         dispPublish.addPublisherCallback();
 
         if(depth_aligned) {
-            auto rgbCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, width, height);
+            auto rgbCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, width, height);
             auto imgQueue = device->getOutputQueue("rgb", 30, false);
             dai::rosBridge::ImageConverter rgbConverter(tfPrefix + "_rgb_camera_optical_frame", false);
             dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> rgbPublish(
@@ -647,7 +647,7 @@ int main(int argc, char** argv) {
             if(enableSpatialDetection) {
                 auto previewQueue = device->getOutputQueue("preview", 30, false);
                 auto detectionQueue = device->getOutputQueue("detections", 30, false);
-                auto previewCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, previewWidth, previewHeight);
+                auto previewCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, previewWidth, previewHeight);
 
                 dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> previewPublish(
                     previewQueue,
@@ -671,8 +671,8 @@ int main(int argc, char** argv) {
             }
             rclcpp::spin(node);
         } else {
-            auto leftCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::LEFT, width, height);
-            auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, width, height);
+            auto leftCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_B, width, height);
+            auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, width, height);
 
             auto leftQueue = device->getOutputQueue("left", 30, false);
             auto rightQueue = device->getOutputQueue("right", 30, false);
diff --git a/depthai_examples/src/stereo_publisher.cpp b/depthai_examples/src/stereo_publisher.cpp
index 8e0df7b4..73be3fad 100644
--- a/depthai_examples/src/stereo_publisher.cpp
+++ b/depthai_examples/src/stereo_publisher.cpp
@@ -65,9 +65,9 @@ std::tuple<dai::Pipeline, int, int> createPipeline(
 
     // MonoCamera
     monoLeft->setResolution(monoResolution);
-    monoLeft->setBoardSocket(dai::CameraBoardSocket::LEFT);
+    monoLeft->setBoardSocket(dai::CameraBoardSocket::CAM_B);
     monoRight->setResolution(monoResolution);
-    monoRight->setBoardSocket(dai::CameraBoardSocket::RIGHT);
+    monoRight->setBoardSocket(dai::CameraBoardSocket::CAM_C);
 
     // StereoDepth
     stereo->initialConfig.setConfidenceThreshold(confidence);
@@ -147,7 +147,7 @@ int main(int argc, char** argv) {
     }
 
     dai::rosBridge::ImageConverter converter(tfPrefix + "_left_camera_optical_frame", true);
-    auto leftCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::LEFT, monoWidth, monoHeight);
+    auto leftCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_B, monoWidth, monoHeight);
     dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> leftPublish(
         leftQueue,
         node,
@@ -160,7 +160,7 @@ int main(int argc, char** argv) {
     leftPublish.addPublisherCallback();
 
     dai::rosBridge::ImageConverter rightconverter(tfPrefix + "_right_camera_optical_frame", true);
-    auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, monoWidth, monoHeight);
+    auto rightCameraInfo = converter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, monoWidth, monoHeight);
 
     dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> rightPublish(
         rightQueue,
diff --git a/depthai_examples/src/yolov4_spatial_publisher.cpp b/depthai_examples/src/yolov4_spatial_publisher.cpp
index f6838a31..1d7df58e 100644
--- a/depthai_examples/src/yolov4_spatial_publisher.cpp
+++ b/depthai_examples/src/yolov4_spatial_publisher.cpp
@@ -75,16 +75,16 @@ dai::Pipeline createPipeline(bool spatial_camera, bool syncNN, bool subpixel, st
         }
 
         monoLeft->setResolution(monoResolution);
-        monoLeft->setBoardSocket(dai::CameraBoardSocket::LEFT);
+        monoLeft->setBoardSocket(dai::CameraBoardSocket::CAM_B);
         monoRight->setResolution(monoResolution);
-        monoRight->setBoardSocket(dai::CameraBoardSocket::RIGHT);
+        monoRight->setBoardSocket(dai::CameraBoardSocket::CAM_C);
 
         /// setting node configs
         stereo->initialConfig.setConfidenceThreshold(confidence);
         stereo->setRectifyEdgeFillColor(0);  // black, to better see the cutout
         stereo->initialConfig.setLeftRightCheckThreshold(LRchecktresh);
         stereo->setSubpixel(subpixel);
-        stereo->setDepthAlign(dai::CameraBoardSocket::RGB);
+        stereo->setDepthAlign(dai::CameraBoardSocket::CAM_A);
 
         spatialDetectionNetwork->setBlobPath(nnPath);
         spatialDetectionNetwork->setConfidenceThreshold(0.5f);
@@ -225,7 +225,7 @@ int main(int argc, char** argv) {
     }
 
     dai::rosBridge::ImageConverter rgbConverter(tfPrefix + "_rgb_camera_optical_frame", false);
-    auto rgbCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RGB, -1, -1);
+    auto rgbCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, -1, -1);
     dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> rgbPublish(colorQueue,
                                                                                        node,
                                                                                        std::string("color/image"),
@@ -247,7 +247,7 @@ int main(int argc, char** argv) {
         30);
 
     dai::rosBridge::ImageConverter depthConverter(tfPrefix + "_right_camera_optical_frame", true);
-    auto rightCameraInfo = depthConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::RIGHT, width, height);
+    auto rightCameraInfo = depthConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_C, width, height);
     dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> depthPublish(
         depthQueue,
         node,
diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index 1b11fd77..9a7c9327 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_filters VERSION 2.7.4 LANGUAGES CXX C)
+project(depthai_filters VERSION 2.7.5 LANGUAGES CXX C)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_filters/package.xml b/depthai_filters/package.xml
index e5afa787..a4684998 100644
--- a/depthai_filters/package.xml
+++ b/depthai_filters/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_filters</name>
-  <version>2.7.4</version>
+  <version>2.7.5</version>
   <description>Depthai filters package</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <license>MIT</license>
diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index 920dc33f..71502987 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.22)
-project(depthai_ros_driver VERSION 2.7.4)
+project(depthai_ros_driver VERSION 2.7.5)
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 set(CMAKE_BUILD_SHARED_LIBS ON)
 set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
index 1973efd2..c3d7f062 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
@@ -53,8 +53,8 @@ class Stereo : public BaseNode {
                     rclcpp::Node* node,
                     std::shared_ptr<dai::Pipeline> pipeline,
                     std::shared_ptr<dai::Device> device,
-                    StereoSensorInfo leftInfo = StereoSensorInfo{"left", dai::CameraBoardSocket::LEFT},
-                    StereoSensorInfo rightInfo = StereoSensorInfo{"right", dai::CameraBoardSocket::RIGHT});
+                    StereoSensorInfo leftInfo = StereoSensorInfo{"left", dai::CameraBoardSocket::CAM_B},
+                    StereoSensorInfo rightInfo = StereoSensorInfo{"right", dai::CameraBoardSocket::CAM_C});
     ~Stereo();
     void updateParams(const std::vector<rclcpp::Parameter>& params) override;
     void setupQueues(std::shared_ptr<dai::Device> device) override;
diff --git a/depthai_ros_driver/launch/example_multicam.launch.py b/depthai_ros_driver/launch/example_multicam.launch.py
index 77806be2..f9258642 100644
--- a/depthai_ros_driver/launch/example_multicam.launch.py
+++ b/depthai_ros_driver/launch/example_multicam.launch.py
@@ -16,7 +16,6 @@ def launch_setup(context, *args, **kwargs):
 
     depthai_prefix = get_package_share_directory("depthai_ros_driver")
     params_file = os.path.join(depthai_prefix, "config", "multicam_example.yaml")
-    # put mx_ids here
     cams = ["oak_d_w", "oak_d_lite"]
     nodes = []
     i=0.0
diff --git a/depthai_ros_driver/package.xml b/depthai_ros_driver/package.xml
index 99b05e63..a137d208 100644
--- a/depthai_ros_driver/package.xml
+++ b/depthai_ros_driver/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_ros_driver</name>
-  <version>2.7.4</version>
+  <version>2.7.5</version>
   <description>Depthai ROS Monolithic node.</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
@@ -29,6 +29,7 @@
   <depend>depthai_ros_msgs</depend>
   <depend>depthai_examples</depend>
   <depend>pluginlib</depend>
+  
   <export>
     <build_type>ament_cmake</build_type>
   </export>
diff --git a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
index b1211e0b..2dc0e3d2 100644
--- a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
+++ b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
@@ -66,7 +66,7 @@ void Segmentation::setupQueues(std::shared_ptr<dai::Device> device) {
         infoManager->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                                                 *imageConverter,
                                                                 device,
-                                                                dai::CameraBoardSocket::RGB,
+                                                                dai::CameraBoardSocket::CAM_A,
                                                                 imageManip->initialConfig.getResizeWidth(),
                                                                 imageManip->initialConfig.getResizeWidth()));
 
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index 52425001..44fdcbd2 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -20,7 +20,7 @@ namespace dai_nodes {
 RGB::RGB(const std::string& daiNodeName,
          rclcpp::Node* node,
          std::shared_ptr<dai::Pipeline> pipeline,
-         dai::CameraBoardSocket socket = dai::CameraBoardSocket::RGB,
+         dai::CameraBoardSocket socket = dai::CameraBoardSocket::CAM_A,
          sensor_helpers::ImageSensor sensor = {"IMX378", {"12mp", "4k"}, true},
          bool publish = true)
     : BaseNode(daiNodeName, node, pipeline) {
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index 6e087ccf..e9e63379 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -161,6 +161,9 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
                                              ph->getParam<int>("i_height"));
     auto calibHandler = device->readCalibration();
     info.p[3] = calibHandler.getBaselineDistance() * 10.0;  // baseline in mm
+    for(auto& d : info.d) {
+        d = 0.0;
+    }
     stereoIM->setCameraInfo(info);
 
     if(ph->getParam<bool>("i_low_bandwidth")) {
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index 7400a46d..e2018de5 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -57,7 +57,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     stereo->setLeftRightCheck(declareAndLogParam<bool>("i_lr_check", true));
     int width = 1280;
     int height = 720;
-    dai::CameraBoardSocket socket = dai::CameraBoardSocket::RIGHT;
+    dai::CameraBoardSocket socket = dai::CameraBoardSocket::CAM_C;
     if(declareAndLogParam<bool>("i_align_depth", true)) {
         try {
             width = getROSNode()->get_parameter("rgb.i_width").as_int();
diff --git a/depthai_ros_driver/src/pipeline/base_types.cpp b/depthai_ros_driver/src/pipeline/base_types.cpp
index 6432fb72..41ba908e 100644
--- a/depthai_ros_driver/src/pipeline/base_types.cpp
+++ b/depthai_ros_driver/src/pipeline/base_types.cpp
@@ -25,7 +25,7 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> RGB::createPipeline(rclcpp::No
     auto nType = utils::getValFromMap(nTypeUpCase, nnTypeMap);
 
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
-    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
+    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::CAM_A);
     switch(nType) {
         case NNType::None:
             break;
@@ -51,7 +51,7 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> RGBD::createPipeline(rclcpp::N
     auto nType = utils::getValFromMap(nTypeUpCase, nnTypeMap);
 
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
-    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
+    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::CAM_A);
     auto stereo = std::make_unique<dai_nodes::Stereo>("stereo", node, pipeline, device);
     switch(nType) {
         case NNType::None:
@@ -81,9 +81,9 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> RGBStereo::createPipeline(rclc
     auto nType = utils::getValFromMap(nTypeUpCase, nnTypeMap);
 
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
-    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::RGB);
-    auto left = std::make_unique<dai_nodes::SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::LEFT);
-    auto right = std::make_unique<dai_nodes::SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::RIGHT);
+    auto rgb = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, dai::CameraBoardSocket::CAM_A);
+    auto left = std::make_unique<dai_nodes::SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::CAM_B);
+    auto right = std::make_unique<dai_nodes::SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::CAM_C);
     switch(nType) {
         case NNType::None:
             break;
@@ -108,8 +108,8 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> Stereo::createPipeline(rclcpp:
                                                                          std::shared_ptr<dai::Pipeline> pipeline,
                                                                          const std::string& /*nnType*/) {
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
-    auto left = std::make_unique<dai_nodes::SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::LEFT);
-    auto right = std::make_unique<dai_nodes::SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::RIGHT);
+    auto left = std::make_unique<dai_nodes::SensorWrapper>("left", node, pipeline, device, dai::CameraBoardSocket::CAM_B);
+    auto right = std::make_unique<dai_nodes::SensorWrapper>("right", node, pipeline, device, dai::CameraBoardSocket::CAM_C);
     daiNodes.push_back(std::move(left));
     daiNodes.push_back(std::move(right));
     return daiNodes;
diff --git a/depthai_ros_msgs/CMakeLists.txt b/depthai_ros_msgs/CMakeLists.txt
index fd4c0851..9210b25b 100644
--- a/depthai_ros_msgs/CMakeLists.txt
+++ b/depthai_ros_msgs/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai_ros_msgs VERSION 2.7.4)
+project(depthai_ros_msgs VERSION 2.7.5)
 
 if(POLICY CMP0057)
     cmake_policy(SET CMP0057 NEW)
diff --git a/depthai_ros_msgs/package.xml b/depthai_ros_msgs/package.xml
index 5f7a3663..9b444079 100644
--- a/depthai_ros_msgs/package.xml
+++ b/depthai_ros_msgs/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_ros_msgs</name>
-  <version>2.7.4</version>
+  <version>2.7.5</version>
   <description>Package to keep interface independent of the driver</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>

From f1c0656b67c3e6cf1476ed7245c603655a3547cf Mon Sep 17 00:00:00 2001
From: Jan Hernas <40989249+jasiex01@users.noreply.github.com>
Date: Fri, 11 Aug 2023 13:28:37 +0200
Subject: [PATCH 11/38] Add camera image orientation param (#364)

* Add camera image orientation param

* Change sensor orientation parameter name

---------

Co-authored-by: leo2 <x@fictionlab.pl>
---
 .../param_handlers/sensor_param_handler.hpp              | 1 +
 .../src/param_handlers/sensor_param_handler.cpp          | 9 +++++++++
 2 files changed, 10 insertions(+)

diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
index 87aa3ed2..5c47deaa 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
@@ -43,6 +43,7 @@ class SensorParamHandler : public BaseParamHandler {
     std::unordered_map<std::string, dai::MonoCameraProperties::SensorResolution> monoResolutionMap;
     std::unordered_map<std::string, dai::ColorCameraProperties::SensorResolution> rgbResolutionMap;
     std::unordered_map<std::string, dai::CameraControl::FrameSyncMode> fSyncModeMap;
+    std::unordered_map<std::string, dai::CameraImageOrientation> cameraImageOrientationMap;
 };
 }  // namespace param_handlers
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 18a75206..0b7c3251 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -32,6 +32,13 @@ void SensorParamHandler::declareCommonParams() {
         {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
         {"INPUT", dai::CameraControl::FrameSyncMode::INPUT},
     };
+    cameraImageOrientationMap = {
+        {"NORMAL", dai::CameraImageOrientation::NORMAL},
+        {"ROTATE_180_DEG", dai::CameraImageOrientation::ROTATE_180_DEG},
+        {"AUTO", dai::CameraImageOrientation::AUTO},
+        {"HORIZONTAL_MIRROR", dai::CameraImageOrientation::HORIZONTAL_MIRROR},
+        {"VERTICAL_FLIP", dai::CameraImageOrientation::VERTICAL_FLIP},
+    };
 }
 
 void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> monoCam,
@@ -64,6 +71,7 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> mo
     if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         monoCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
     }
+    monoCam->setImageOrientation(utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), cameraImageOrientationMap));
 }
 void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam,
                                        dai::CameraBoardSocket socket,
@@ -131,6 +139,7 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         colorCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
     }
+    colorCam->setImageOrientation(utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), cameraImageOrientationMap));
 }
 dai::CameraControl SensorParamHandler::setRuntimeParams(const std::vector<rclcpp::Parameter>& params) {
     dai::CameraControl ctrl;

From a9a80b179137bb784a49b214e4712b1cc2bc3356 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Thu, 17 Aug 2023 17:49:36 +0200
Subject: [PATCH 12/38] Performance update humble (#359)

* add intra-process comm

* add lazy publishing

* update sensor naming convention

* low bandwidth and rectification updates

* setisp3a to 10fps by default

* isp3a to false on mono cam
---
 .../include/depthai_bridge/ImageConverter.hpp |  10 +-
 depthai_bridge/src/ImageConverter.cpp         | 170 ++++++++----------
 depthai_ros_driver/CMakeLists.txt             |   1 -
 depthai_ros_driver/config/camera.yaml         |   6 +-
 depthai_ros_driver/config/pcl.yaml            |   3 +-
 .../dai_nodes/nn/detection.hpp                |   3 +-
 .../dai_nodes/nn/spatial_detection.hpp        |  12 +-
 .../dai_nodes/sensors/mono.hpp                |   6 +-
 .../dai_nodes/sensors/rgb.hpp                 |   5 +-
 .../dai_nodes/sensors/sensor_helpers.hpp      |  37 ++--
 .../depthai_ros_driver/dai_nodes/stereo.hpp   |  19 +-
 .../launch/pointcloud.launch.py               |   4 +-
 depthai_ros_driver/launch/rgbd_pcl.launch.py  |   1 -
 .../src/dai_nodes/nn/segmentation.cpp         |   3 +-
 .../src/dai_nodes/sensors/mono.cpp            |  27 ++-
 .../src/dai_nodes/sensors/rgb.cpp             |  50 +++++-
 .../src/dai_nodes/sensors/sensor_helpers.cpp  |  81 ++++++---
 depthai_ros_driver/src/dai_nodes/stereo.cpp   | 153 +++++++++++-----
 .../src/param_handlers/imu_param_handler.cpp  |   2 +-
 .../param_handlers/sensor_param_handler.cpp   |   6 +
 .../param_handlers/stereo_param_handler.cpp   |   6 +-
 21 files changed, 378 insertions(+), 227 deletions(-)

diff --git a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
index 834f4e05..a2946523 100644
--- a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
@@ -55,12 +55,12 @@ class ImageConverter {
         _updateRosBaseTimeOnToRosMsg = update;
     }
 
-    void toRosMsgFromBitStream(std::shared_ptr<dai::ImgFrame> inData,
-                               std::deque<ImageMsgs::Image>& outImageMsgs,
-                               dai::RawImgFrame::Type type,
-                               const sensor_msgs::msg::CameraInfo& info);
-
     void toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<ImageMsgs::Image>& outImageMsgs);
+    ImageMsgs::Image toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData,
+                                    bool fromBitStream = false,
+                                    bool dispToDepth = false,
+                                    dai::RawImgFrame::Type type = dai::RawImgFrame::Type::BGR888i,
+                                    const sensor_msgs::msg::CameraInfo& info = sensor_msgs::msg::CameraInfo());
     ImagePtr toRosMsgPtr(std::shared_ptr<dai::ImgFrame> inData);
 
     void toDaiMsg(const ImageMsgs::Image& inMsg, dai::ImgFrame& outData);
diff --git a/depthai_bridge/src/ImageConverter.cpp b/depthai_bridge/src/ImageConverter.cpp
index 3ab623b8..a17ede9a 100644
--- a/depthai_bridge/src/ImageConverter.cpp
+++ b/depthai_bridge/src/ImageConverter.cpp
@@ -40,10 +40,8 @@ void ImageConverter::updateRosBaseTime() {
     updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
 }
 
-void ImageConverter::toRosMsgFromBitStream(std::shared_ptr<dai::ImgFrame> inData,
-                                           std::deque<ImageMsgs::Image>& outImageMsgs,
-                                           dai::RawImgFrame::Type type,
-                                           const sensor_msgs::msg::CameraInfo& info) {
+ImageMsgs::Image ImageConverter::toRosMsgRawPtr(
+    std::shared_ptr<dai::ImgFrame> inData, bool fromBitStream, bool dispToDepth, dai::RawImgFrame::Type type, const sensor_msgs::msg::CameraInfo& info) {
     if(_updateRosBaseTimeOnToRosMsg) {
         updateRosBaseTime();
     }
@@ -52,69 +50,60 @@ void ImageConverter::toRosMsgFromBitStream(std::shared_ptr<dai::ImgFrame> inData
         tstamp = inData->getTimestampDevice();
     else
         tstamp = inData->getTimestamp();
-
     ImageMsgs::Image outImageMsg;
     StdMsgs::Header header;
     header.frame_id = _frameName;
+
     header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, tstamp);
-    std::string encoding;
-    int decodeFlags;
-    cv::Mat output;
-    switch(type) {
-        case dai::RawImgFrame::Type::BGR888i: {
-            encoding = sensor_msgs::image_encodings::BGR8;
-            decodeFlags = cv::IMREAD_COLOR;
-            break;
-        }
-        case dai::RawImgFrame::Type::GRAY8: {
-            encoding = sensor_msgs::image_encodings::MONO8;
-            decodeFlags = cv::IMREAD_GRAYSCALE;
-            break;
-        }
-        case dai::RawImgFrame::Type::RAW8: {
-            encoding = sensor_msgs::image_encodings::TYPE_16UC1;
-            decodeFlags = cv::IMREAD_GRAYSCALE;
-            break;
-        }
-        default: {
-            throw(std::runtime_error("Converted type not supported!"));
-        }
-    }
 
-    output = cv::imdecode(cv::Mat(1, inData->getData().size(), CV_8UC1, inData->getData().data()), decodeFlags);
-
-    // converting disparity
-    if(type == dai::RawImgFrame::Type::RAW8) {
-        auto factor = (info.k[0] * info.p[3]);
-        cv::Mat depthOut = cv::Mat(cv::Size(output.cols, output.rows), CV_16UC1);
-        depthOut.forEach<short>([&output, &factor](short& pixel, const int* position) -> void {
-            auto disp = output.at<int8_t>(position);
-            if(disp == 0)
-                pixel = 0;
-            else
-                pixel = factor / disp;
-        });
-        output = depthOut.clone();
-    }
-    cv_bridge::CvImage(header, encoding, output).toImageMsg(outImageMsg);
-    outImageMsgs.push_back(outImageMsg);
-    return;
-}
+    if(fromBitStream) {
+        std::string encoding;
+        int decodeFlags;
+        int channels;
+        cv::Mat output;
+        switch(type) {
+            case dai::RawImgFrame::Type::BGR888i: {
+                encoding = sensor_msgs::image_encodings::BGR8;
+                decodeFlags = cv::IMREAD_COLOR;
+                channels = CV_8UC3;
+                break;
+            }
+            case dai::RawImgFrame::Type::GRAY8: {
+                encoding = sensor_msgs::image_encodings::MONO8;
+                decodeFlags = cv::IMREAD_GRAYSCALE;
+                channels = CV_8UC1;
+                break;
+            }
+            case dai::RawImgFrame::Type::RAW8: {
+                encoding = sensor_msgs::image_encodings::TYPE_16UC1;
+                decodeFlags = cv::IMREAD_ANYDEPTH;
+                channels = CV_16UC1;
+                break;
+            }
+            default: {
+                std::cout << static_cast<int>(type) << std::endl;
+                throw(std::runtime_error("Converted type not supported!"));
+            }
+        }
 
-void ImageConverter::toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<ImageMsgs::Image>& outImageMsgs) {
-    if(_updateRosBaseTimeOnToRosMsg) {
-        updateRosBaseTime();
+        output = cv::imdecode(cv::Mat(inData->getData()), decodeFlags);
+
+        // converting disparity
+        if(dispToDepth) {
+            auto factor = std::abs(info.p[3]) * 10000;
+            cv::Mat depthOut = cv::Mat(cv::Size(output.cols, output.rows), CV_16UC1);
+            depthOut.forEach<uint16_t>([&output, &factor](uint16_t& pixel, const int* position) -> void {
+                auto disp = output.at<uint8_t>(position);
+                if(disp == 0)
+                    pixel = 0;
+                else
+                    pixel = factor / disp;
+            });
+            output = depthOut.clone();
+        }
+        cv_bridge::CvImage(header, encoding, output).toImageMsg(outImageMsg);
+        return outImageMsg;
     }
-    std::chrono::_V2::steady_clock::time_point tstamp;
-    if(_getBaseDeviceTimestamp)
-        tstamp = inData->getTimestampDevice();
-    else
-        tstamp = inData->getTimestamp();
-    ImageMsgs::Image outImageMsg;
-    StdMsgs::Header header;
-    header.frame_id = _frameName;
-
-    header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, tstamp);
 
     if(planarEncodingEnumMap.find(inData->getType()) != planarEncodingEnumMap.end()) {
         // cv::Mat inImg = inData->getCvFrame();
@@ -142,22 +131,20 @@ void ImageConverter::toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<
         switch(inData->getType()) {
             case dai::RawImgFrame::Type::RGB888p: {
                 cv::Size s(inData->getWidth(), inData->getHeight());
-                std::vector<cv::Mat> channels;
-                // RGB
-                channels.push_back(cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 2));
-                channels.push_back(cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 1));
-                channels.push_back(cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 0));
-                cv::merge(channels, output);
+                cv::Mat m1 = cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 2);
+                cv::Mat m2 = cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 1);
+                cv::Mat m3 = cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 0);
+                cv::Mat channels[3] = {m1, m2, m3};
+                cv::merge(channels, 3, output);
             } break;
 
             case dai::RawImgFrame::Type::BGR888p: {
                 cv::Size s(inData->getWidth(), inData->getHeight());
-                std::vector<cv::Mat> channels;
-                // BGR
-                channels.push_back(cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 0));
-                channels.push_back(cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 1));
-                channels.push_back(cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 2));
-                cv::merge(channels, output);
+                cv::Mat m1 = cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 0);
+                cv::Mat m2 = cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 1);
+                cv::Mat m3 = cv::Mat(s, CV_8UC1, inData->getData().data() + s.area() * 2);
+                cv::Mat channels[3] = {m1, m2, m3};
+                cv::merge(channels, 3, output);
             } break;
 
             case dai::RawImgFrame::Type::YUV420p:
@@ -188,19 +175,25 @@ void ImageConverter::toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<
             outImageMsg.is_bigendian = true;
 
         size_t size = inData->getData().size();
-        outImageMsg.data.resize(size);
-        unsigned char* imageMsgDataPtr = reinterpret_cast<unsigned char*>(&outImageMsg.data[0]);
-        unsigned char* daiImgData = reinterpret_cast<unsigned char*>(inData->getData().data());
-
-        // TODO(Sachin): Try using assign since it is a vector
-        // img->data.assign(packet.data->cbegin(), packet.data->cend());
-        memcpy(imageMsgDataPtr, daiImgData, size);
+        outImageMsg.data.reserve(size);
+        outImageMsg.data = std::move(inData->getData());
     }
+    return outImageMsg;
+}
+
+void ImageConverter::toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<ImageMsgs::Image>& outImageMsgs) {
+    auto outImageMsg = toRosMsgRawPtr(inData);
     outImageMsgs.push_back(outImageMsg);
     return;
 }
 
-// TODO(sachin): Not tested
+ImagePtr ImageConverter::toRosMsgPtr(std::shared_ptr<dai::ImgFrame> inData) {
+    auto msg = toRosMsgRawPtr(inData);
+
+    ImagePtr ptr = std::make_shared<ImageMsgs::Image>(msg);
+    return ptr;
+}
+
 void ImageConverter::toDaiMsg(const ImageMsgs::Image& inMsg, dai::ImgFrame& outData) {
     std::unordered_map<dai::RawImgFrame::Type, std::string>::iterator revEncodingIter;
     if(_daiInterleaved) {
@@ -208,7 +201,7 @@ void ImageConverter::toDaiMsg(const ImageMsgs::Image& inMsg, dai::ImgFrame& outD
             return pair.second == inMsg.encoding;
         });
         if(revEncodingIter == encodingEnumMap.end())
-            std::runtime_error(
+            throw std::runtime_error(
                 "Unable to find DAI encoding for the corresponding "
                 "sensor_msgs::image.encoding stream");
 
@@ -247,15 +240,6 @@ void ImageConverter::toDaiMsg(const ImageMsgs::Image& inMsg, dai::ImgFrame& outD
     outData.setType(revEncodingIter->first);
 }
 
-ImagePtr ImageConverter::toRosMsgPtr(std::shared_ptr<dai::ImgFrame> inData) {
-    std::deque<ImageMsgs::Image> msgQueue;
-    toRosMsg(inData, msgQueue);
-    auto msg = msgQueue.front();
-
-    ImagePtr ptr = std::make_shared<ImageMsgs::Image>(msg);
-    return ptr;
-}
-
 void ImageConverter::planarToInterleaved(const std::vector<uint8_t>& srcData, std::vector<uint8_t>& destData, int w, int h, int numPlanes, int bpp) {
     if(numPlanes == 3) {
         // optimization (cache)
@@ -272,7 +256,7 @@ void ImageConverter::planarToInterleaved(const std::vector<uint8_t>& srcData, st
             destData[i * 3 + 2] = r;
         }
     } else {
-        std::runtime_error(
+        throw std::runtime_error(
             "If you encounter the scenario where you need this "
             "please create an issue on github");
     }
@@ -300,7 +284,7 @@ void ImageConverter::interleavedToPlanar(const std::vector<uint8_t>& srcData, st
         //     destData[i*3+2] = r;
         // }
     } else {
-        std::runtime_error(
+        throw std::runtime_error(
             "If you encounter the scenario where you need this "
             "please create an issue on github");
     }
@@ -314,7 +298,7 @@ cv::Mat ImageConverter::rosMsgtoCvMat(ImageMsgs::Image& inMsg) {
         cv::cvtColor(nv_frame, rgb, cv::COLOR_YUV2BGR_NV12);
         return rgb;
     } else {
-        std::runtime_error("This frature is still WIP");
+        throw std::runtime_error("This frature is still WIP");
         return rgb;
     }
 }
diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index 71502987..e960b4db 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -116,7 +116,6 @@ target_link_libraries(
   ${COMMON_LIB_NAME}
 )
 
-
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::Camera")
 pluginlib_export_plugin_description_file(${PROJECT_NAME} plugins.xml)
 ament_export_include_directories(include)
diff --git a/depthai_ros_driver/config/camera.yaml b/depthai_ros_driver/config/camera.yaml
index 2ebd09db..1cfe524a 100644
--- a/depthai_ros_driver/config/camera.yaml
+++ b/depthai_ros_driver/config/camera.yaml
@@ -24,7 +24,7 @@
       i_gyro_freq: 400
       i_mag_cov: 0.0
       i_mag_freq: 100
-      i_max_batch_reports: 10
+      i_max_batch_reports: 5
       i_message_type: IMU
       i_rot_cov: -1.0
       i_rot_freq: 400
@@ -108,7 +108,7 @@
       i_disparity_width: DISPARITY_96
       i_enable_companding: false
       i_enable_decimation_filter: false
-      i_enable_distortion_correction: true
+      i_enable_distortion_correction: false
       i_enable_spatial_filter: false
       i_enable_speckle_filter: false
       i_enable_temporal_filter: false
@@ -124,7 +124,7 @@
       i_lrc_threshold: 10
       i_max_q_size: 30
       i_rectify_edge_fill_color: 0
-      i_stereo_conf_threshold: 255
+      i_stereo_conf_threshold: 240
       i_set_input_size: false
       i_input_width: 1280
       i_input_height: 720
diff --git a/depthai_ros_driver/config/pcl.yaml b/depthai_ros_driver/config/pcl.yaml
index 1db745e8..6fcddb92 100644
--- a/depthai_ros_driver/config/pcl.yaml
+++ b/depthai_ros_driver/config/pcl.yaml
@@ -2,8 +2,7 @@
   ros__parameters:
     camera:
       i_nn_type: none
-    right:
-      i_publish_topic: true
     stereo:
       i_align_depth: false
       i_subpixel: true
+      i_publish_right_rect: true
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index 26728ad9..a253eed1 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -74,7 +74,8 @@ class Detection : public BaseNode {
                                                                     height));
 
             ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
-            ptQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
+            ptQ->addCallback(
+                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager, getROSNode()));
         }
     };
     void link(dai::Node::Input in, int /*linkType*/) override {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
index 5cba6324..897413e1 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
@@ -76,7 +76,8 @@ class SpatialDetection : public BaseNode {
                                                                   height));
 
             ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
-            ptQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *ptImageConverter, ptPub, ptInfoMan));
+            ptQ->addCallback(
+                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *ptImageConverter, ptPub, ptInfoMan, getROSNode()));
         }
 
         if(ph->getParam<bool>("i_enable_passthrough_depth")) {
@@ -97,8 +98,13 @@ class SpatialDetection : public BaseNode {
                                                                        getROSNode()->get_parameter("stereo.i_height").as_int()));
 
             ptDepthPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough_depth/image_raw");
-            ptDepthQ->addCallback(
-                std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *ptDepthImageConverter, ptDepthPub, ptDepthInfoMan));
+            ptDepthQ->addCallback(std::bind(sensor_helpers::basicCameraPub,
+                                            std::placeholders::_1,
+                                            std::placeholders::_2,
+                                            *ptDepthImageConverter,
+                                            ptDepthPub,
+                                            ptDepthInfoMan,
+                                            getROSNode()));
         }
     };
     void link(dai::Node::Input in, int /*linkType = 0*/) override {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/mono.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/mono.hpp
index 76bf1bcb..5621dada 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/mono.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/mono.hpp
@@ -4,6 +4,8 @@
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
+#include "sensor_msgs/msg/camera_info.hpp"
+#include "sensor_msgs/msg/image.hpp"
 
 namespace dai {
 class Pipeline;
@@ -55,7 +57,9 @@ class Mono : public BaseNode {
 
    private:
     std::unique_ptr<dai::ros::ImageConverter> imageConverter;
-    image_transport::CameraPublisher monoPub;
+    image_transport::CameraPublisher monoPubIT;
+    rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr monoPub;
+    rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub;
     std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager;
     std::shared_ptr<dai::node::MonoCamera> monoCamNode;
     std::shared_ptr<dai::node::VideoEncoder> videoEnc;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/rgb.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/rgb.hpp
index 8414105c..864a993e 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/rgb.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/rgb.hpp
@@ -4,6 +4,7 @@
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
 #include "sensor_msgs/msg/camera_info.hpp"
+#include "sensor_msgs/msg/image.hpp"
 
 namespace dai {
 class Pipeline;
@@ -60,7 +61,9 @@ class RGB : public BaseNode {
 
    private:
     std::unique_ptr<dai::ros::ImageConverter> imageConverter;
-    image_transport::CameraPublisher rgbPub, previewPub;
+    image_transport::CameraPublisher rgbPubIT, previewPubIT;
+    rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr rgbPub, previewPub;
+    rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr rgbInfoPub, previewInfoPub;
     std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager, previewInfoManager;
     std::shared_ptr<dai::node::ColorCamera> colorCamNode;
     std::shared_ptr<dai::node::VideoEncoder> videoEnc;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
index 06c2b7e6..9d654e08 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
@@ -44,18 +44,33 @@ struct ImageSensor {
 };
 extern std::vector<ImageSensor> availableSensors;
 
-void imgCB(const std::string& /*name*/,
-           const std::shared_ptr<dai::ADatatype>& data,
-           dai::ros::ImageConverter& converter,
-           image_transport::CameraPublisher& pub,
-           std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager);
+void basicCameraPub(const std::string& /*name*/,
+                    const std::shared_ptr<dai::ADatatype>& data,
+                    dai::ros::ImageConverter& converter,
+                    image_transport::CameraPublisher& pub,
+                    std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
+                    rclcpp::Node* node);
 
-void compressedImgCB(const std::string& /*name*/,
-                     const std::shared_ptr<dai::ADatatype>& data,
-                     dai::ros::ImageConverter& converter,
-                     image_transport::CameraPublisher& pub,
-                     std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-                     dai::RawImgFrame::Type dataType);
+void cameraPub(const std::string& /*name*/,
+               const std::shared_ptr<dai::ADatatype>& data,
+               dai::ros::ImageConverter& converter,
+               image_transport::CameraPublisher& pub,
+               std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
+               rclcpp::Node* node,
+               bool fromBitStream = false,
+               bool dispToDepth = false,
+               dai::RawImgFrame::Type type = dai::RawImgFrame::Type::BGR888i);
+
+void splitPub(const std::string& /*name*/,
+              const std::shared_ptr<dai::ADatatype>& data,
+              dai::ros::ImageConverter& converter,
+              rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr imgPub,
+              rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
+              std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
+              rclcpp::Node* node,
+              bool fromBitStream = false,
+              bool dispToDepth = false,
+              dai::RawImgFrame::Type type = dai::RawImgFrame::Type::BGR888i);
 
 sensor_msgs::msg::CameraInfo getCalibInfo(const rclcpp::Logger& logger,
                                           dai::ros::ImageConverter& converter,
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
index c3d7f062..80dc4cce 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
@@ -5,9 +5,13 @@
 #include <vector>
 
 #include "depthai-shared/common/CameraBoardSocket.hpp"
+#include "depthai-shared/common/CameraFeatures.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
+#include "sensor_msgs/msg/camera_info.hpp"
+#include "sensor_msgs/msg/image.hpp"
+
 namespace dai {
 class Pipeline;
 class Device;
@@ -42,19 +46,14 @@ namespace link_types {
 enum class StereoLinkType { left, right };
 };
 
-struct StereoSensorInfo {
-    std::string name;
-    dai::CameraBoardSocket socket;
-};
-
 class Stereo : public BaseNode {
    public:
     explicit Stereo(const std::string& daiNodeName,
                     rclcpp::Node* node,
                     std::shared_ptr<dai::Pipeline> pipeline,
                     std::shared_ptr<dai::Device> device,
-                    StereoSensorInfo leftInfo = StereoSensorInfo{"left", dai::CameraBoardSocket::CAM_B},
-                    StereoSensorInfo rightInfo = StereoSensorInfo{"right", dai::CameraBoardSocket::CAM_C});
+                    dai::CameraBoardSocket leftSocket = dai::CameraBoardSocket::CAM_B,
+                    dai::CameraBoardSocket rightSocket = dai::CameraBoardSocket::CAM_C);
     ~Stereo();
     void updateParams(const std::vector<rclcpp::Parameter>& params) override;
     void setupQueues(std::shared_ptr<dai::Device> device) override;
@@ -69,7 +68,9 @@ class Stereo : public BaseNode {
     void setupLeftRectQueue(std::shared_ptr<dai::Device> device);
     void setupRightRectQueue(std::shared_ptr<dai::Device> device);
     std::unique_ptr<dai::ros::ImageConverter> stereoConv, leftRectConv, rightRectConv;
-    image_transport::CameraPublisher stereoPub, leftRectPub, rightRectPub;
+    image_transport::CameraPublisher stereoPubIT, leftRectPubIT, rightRectPubIT;
+    rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr stereoPub, leftRectPub, rightRectPub;
+    rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr stereoInfoPub, leftRectInfoPub, rightRectInfoPub;
     std::shared_ptr<camera_info_manager::CameraInfoManager> stereoIM, leftRectIM, rightRectIM;
     std::shared_ptr<dai::node::StereoDepth> stereoCamNode;
     std::shared_ptr<dai::node::VideoEncoder> stereoEnc, leftRectEnc, rightRectEnc;
@@ -79,7 +80,7 @@ class Stereo : public BaseNode {
     std::shared_ptr<dai::DataOutputQueue> stereoQ, leftRectQ, rightRectQ;
     std::shared_ptr<dai::node::XLinkOut> xoutStereo, xoutLeftRect, xoutRightRect;
     std::string stereoQName, leftRectQName, rightRectQName;
-    StereoSensorInfo leftSensInfo, rightSensInfo;
+    dai::CameraFeatures leftSensInfo, rightSensInfo;
 };
 
 }  // namespace dai_nodes
diff --git a/depthai_ros_driver/launch/pointcloud.launch.py b/depthai_ros_driver/launch/pointcloud.launch.py
index 95775acb..9e6ff078 100644
--- a/depthai_ros_driver/launch/pointcloud.launch.py
+++ b/depthai_ros_driver/launch/pointcloud.launch.py
@@ -41,8 +41,8 @@ def launch_setup(context, *args, **kwargs):
                     name='point_cloud_xyzi',
 
                     remappings=[('depth/image_rect', name+'/stereo/image_raw'),
-                                ('intensity/image_rect', name+'/right/image_raw'),
-                                ('intensity/camera_info', name+'/right/camera_info'),
+                                ('intensity/image_rect', name+'/right/image_rect'),
+                                ('intensity/camera_info', name+'/stereo/camera_info'),
                                 ('points', name+'/points')
                                 ]),
             ],
diff --git a/depthai_ros_driver/launch/rgbd_pcl.launch.py b/depthai_ros_driver/launch/rgbd_pcl.launch.py
index 2bb9c10b..6b50fa04 100644
--- a/depthai_ros_driver/launch/rgbd_pcl.launch.py
+++ b/depthai_ros_driver/launch/rgbd_pcl.launch.py
@@ -16,7 +16,6 @@ def launch_setup(context, *args, **kwargs):
 
     name = LaunchConfiguration('name').perform(context)
     rgb_topic_name = name+'/rgb/image_raw'
-    print(LaunchConfiguration('rectify_rgb').perform(context))
     if LaunchConfiguration('rectify_rgb').perform(context)=='true':
         rgb_topic_name = name +'/rgb/image_rect'
     return [
diff --git a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
index 2dc0e3d2..26e44548 100644
--- a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
+++ b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
@@ -71,7 +71,8 @@ void Segmentation::setupQueues(std::shared_ptr<dai::Device> device) {
                                                                 imageManip->initialConfig.getResizeWidth()));
 
         ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
-        ptQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
+        ptQ->addCallback(
+            std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager, getROSNode()));
     }
 }
 
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
index 7266a08b..1445007b 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
@@ -56,12 +56,10 @@ void Mono::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
 
 void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_publish_topic")) {
-        monoQ = device->getOutputQueue(monoQName, ph->getParam<int>("i_max_q_size"), false);
         auto tfPrefix = getTFPrefix(getName());
         imageConverter =
             std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
         imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
-        monoPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
         infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
@@ -74,16 +72,35 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
         } else {
             infoManager->loadCameraInfo(ph->getParam<std::string>("i_calibration_file"));
         }
-        if(ph->getParam<bool>("i_low_bandwidth")) {
-            monoQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
+        monoQ = device->getOutputQueue(monoQName, ph->getParam<int>("i_max_q_size"), false);
+        if(getROSNode()->get_node_options().use_intra_process_comms()) {
+            RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
+            monoPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/image_raw", 10);
+            infoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
+            monoQ->addCallback(std::bind(sensor_helpers::splitPub,
                                          std::placeholders::_1,
                                          std::placeholders::_2,
                                          *imageConverter,
                                          monoPub,
+                                         infoPub,
                                          infoManager,
+                                         getROSNode(),
+                                         ph->getParam<bool>("i_low_bandwidth"),
+                                         false,
                                          dai::RawImgFrame::Type::GRAY8));
+
         } else {
-            monoQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *imageConverter, monoPub, infoManager));
+            monoPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
+            monoQ->addCallback(std::bind(sensor_helpers::cameraPub,
+                                         std::placeholders::_1,
+                                         std::placeholders::_2,
+                                         *imageConverter,
+                                         monoPubIT,
+                                         infoManager,
+                                         getROSNode(),
+                                         ph->getParam<bool>("i_low_bandwidth"),
+                                         false,
+                                         dai::RawImgFrame::Type::GRAY8));
         }
     }
     controlQ = device->getInputQueue(controlQName);
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index 44fdcbd2..9be919d2 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -84,23 +84,40 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
         } else {
             infoManager->loadCameraInfo(ph->getParam<std::string>("i_calibration_file"));
         }
-        rgbPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
         colorQ = device->getOutputQueue(ispQName, ph->getParam<int>("i_max_q_size"), false);
-        if(ph->getParam<bool>("i_low_bandwidth")) {
-            colorQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
+        if(getROSNode()->get_node_options().use_intra_process_comms()) {
+            RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
+            rgbPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/image_raw", 10);
+            rgbInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
+            colorQ->addCallback(std::bind(sensor_helpers::splitPub,
                                           std::placeholders::_1,
                                           std::placeholders::_2,
                                           *imageConverter,
                                           rgbPub,
+                                          rgbInfoPub,
                                           infoManager,
+                                          getROSNode(),
+                                          ph->getParam<bool>("i_low_bandwidth"),
+                                          false,
                                           dai::RawImgFrame::Type::BGR888i));
+
         } else {
-            colorQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *imageConverter, rgbPub, infoManager));
+            rgbPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
+            colorQ->addCallback(std::bind(sensor_helpers::cameraPub,
+                                          std::placeholders::_1,
+                                          std::placeholders::_2,
+                                          *imageConverter,
+                                          rgbPubIT,
+                                          infoManager,
+                                          getROSNode(),
+                                          ph->getParam<bool>("i_low_bandwidth"),
+                                          false,
+                                          dai::RawImgFrame::Type::BGR888i));
         }
     }
     if(ph->getParam<bool>("i_enable_preview")) {
         previewQ = device->getOutputQueue(previewQName, ph->getParam<int>("i_max_q_size"), false);
-        previewPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/preview/image_raw");
+
         previewInfoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + previewQName).get(), previewQName);
         auto tfPrefix = getTFPrefix(getName());
@@ -114,9 +131,28 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
                                                                            ph->getParam<int>("i_preview_size"),
                                                                            ph->getParam<int>("i_preview_size")));
         } else {
-            infoManager->loadCameraInfo(ph->getParam<std::string>("i_calibration_file"));
+            previewInfoManager->loadCameraInfo(ph->getParam<std::string>("i_calibration_file"));
+        }
+        if(getROSNode()->get_node_options().use_intra_process_comms()) {
+            RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
+            previewPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/preview/image_raw");
+            previewQ->addCallback(std::bind(
+                sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, previewPubIT, previewInfoManager, getROSNode()));
+        } else {
+            previewPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/preview/image_raw", 10);
+            previewInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/preview/camera_info", 10);
+            previewQ->addCallback(std::bind(sensor_helpers::splitPub,
+                                            std::placeholders::_1,
+                                            std::placeholders::_2,
+                                            *imageConverter,
+                                            previewPub,
+                                            previewInfoPub,
+                                            previewInfoManager,
+                                            getROSNode(),
+                                            false,
+                                            false,
+                                            dai::RawImgFrame::Type::BGR888i));
         }
-        previewQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *imageConverter, previewPub, previewInfoManager));
     };
     controlQ = device->getInputQueue(controlQName);
 }
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index 35af62cd..aad3721e 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -91,39 +91,62 @@ std::vector<ImageSensor> availableSensors{
     {"IMX582", {"48mp", "12mp", "4k"}, true},
     {"LCM48", {"48mp", "12mp", "4k"}, true},
 };
-void compressedImgCB(const std::string& /*name*/,
-                     const std::shared_ptr<dai::ADatatype>& data,
-                     dai::ros::ImageConverter& converter,
-                     image_transport::CameraPublisher& pub,
-                     std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-                     dai::RawImgFrame::Type dataType) {
-    auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
-    std::deque<sensor_msgs::msg::Image> deq;
-    auto info = infoManager->getCameraInfo();
-    converter.toRosMsgFromBitStream(img, deq, dataType, info);
-    while(deq.size() > 0) {
-        auto currMsg = deq.front();
-        info.header = currMsg.header;
-        pub.publish(currMsg, info);
-        deq.pop_front();
+
+void basicCameraPub(const std::string& /*name*/,
+                    const std::shared_ptr<dai::ADatatype>& data,
+                    dai::ros::ImageConverter& converter,
+                    image_transport::CameraPublisher& pub,
+                    std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
+                    rclcpp::Node* node) {
+    if(node->count_subscribers(pub.getTopic()) > 0) {
+        auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
+        auto info = infoManager->getCameraInfo();
+        auto rawMsg = converter.toRosMsgRawPtr(img);
+        info.header = rawMsg.header;
+        pub.publish(rawMsg, info);
+    }
+}
+
+void cameraPub(const std::string& /*name*/,
+               const std::shared_ptr<dai::ADatatype>& data,
+               dai::ros::ImageConverter& converter,
+               image_transport::CameraPublisher& pub,
+               std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
+               rclcpp::Node* node,
+               bool fromBitStream,
+               bool dispToDepth,
+               dai::RawImgFrame::Type type) {
+    if(node->count_subscribers(pub.getTopic()) > 0) {
+        auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
+        auto info = infoManager->getCameraInfo();
+        auto rawMsg = converter.toRosMsgRawPtr(img, fromBitStream, dispToDepth, type, info);
+        info.header = rawMsg.header;
+        pub.publish(rawMsg, info);
     }
 }
-void imgCB(const std::string& /*name*/,
-           const std::shared_ptr<dai::ADatatype>& data,
-           dai::ros::ImageConverter& converter,
-           image_transport::CameraPublisher& pub,
-           std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager) {
-    auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
-    std::deque<sensor_msgs::msg::Image> deq;
-    auto info = infoManager->getCameraInfo();
-    converter.toRosMsg(img, deq);
-    while(deq.size() > 0) {
-        auto currMsg = deq.front();
-        info.header = currMsg.header;
-        pub.publish(currMsg, info);
-        deq.pop_front();
+
+void splitPub(const std::string& /*name*/,
+              const std::shared_ptr<dai::ADatatype>& data,
+              dai::ros::ImageConverter& converter,
+              rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr imgPub,
+              rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
+              std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
+              rclcpp::Node* node,
+              bool fromBitStream,
+              bool dispToDepth,
+              dai::RawImgFrame::Type type) {
+    if(node->count_subscribers(imgPub->get_topic_name()) > 0 && node->count_subscribers(infoPub->get_topic_name()) > 0) {
+        auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
+        auto info = infoManager->getCameraInfo();
+        auto rawMsg = converter.toRosMsgRawPtr(img, fromBitStream, dispToDepth, type, info);
+        info.header = rawMsg.header;
+        sensor_msgs::msg::CameraInfo::UniquePtr infoMsg = std::make_unique<sensor_msgs::msg::CameraInfo>(info);
+        sensor_msgs::msg::Image::UniquePtr msg = std::make_unique<sensor_msgs::msg::Image>(rawMsg);
+        imgPub->publish(std::move(msg));
+        infoPub->publish(std::move(infoMsg));
     }
 }
+
 sensor_msgs::msg::CameraInfo getCalibInfo(const rclcpp::Logger& logger,
                                           dai::ros::ImageConverter& converter,
                                           std::shared_ptr<dai::Device> device,
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index e9e63379..1ed821bb 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -22,17 +22,25 @@ Stereo::Stereo(const std::string& daiNodeName,
                rclcpp::Node* node,
                std::shared_ptr<dai::Pipeline> pipeline,
                std::shared_ptr<dai::Device> device,
-               StereoSensorInfo leftInfo,
-               StereoSensorInfo rightInfo)
-    : BaseNode(daiNodeName, node, pipeline), leftSensInfo(leftInfo), rightSensInfo(rightInfo) {
+               dai::CameraBoardSocket leftSocket,
+               dai::CameraBoardSocket rightSocket)
+    : BaseNode(daiNodeName, node, pipeline) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
     setNames();
+    for(auto f : device->getConnectedCameraFeatures()) {
+        if(f.socket == leftSocket) {
+            leftSensInfo = f;
+        } else if(f.socket == rightSocket) {
+            rightSensInfo = f;
+        } else {
+            continue;
+        }
+    }
     stereoCamNode = pipeline->create<dai::node::StereoDepth>();
-    left = std::make_unique<SensorWrapper>(leftInfo.name, node, pipeline, device, leftInfo.socket, false);
-    right = std::make_unique<SensorWrapper>(rightInfo.name, node, pipeline, device, rightInfo.socket, false);
-
+    left = std::make_unique<SensorWrapper>(leftSensInfo.name, node, pipeline, device, leftSensInfo.socket, false);
+    right = std::make_unique<SensorWrapper>(rightSensInfo.name, node, pipeline, device, rightSensInfo.socket, false);
     ph = std::make_unique<param_handlers::StereoParamHandler>(node, daiNodeName);
-    ph->declareParams(stereoCamNode, rightInfo.name);
+    ph->declareParams(stereoCamNode, rightSensInfo.name);
     setXinXout(pipeline);
     left->link(stereoCamNode->left);
     right->link(stereoCamNode->right);
@@ -87,7 +95,6 @@ void Stereo::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
 }
 
 void Stereo::setupLeftRectQueue(std::shared_ptr<dai::Device> device) {
-    leftRectQ = device->getOutputQueue(leftRectQName, ph->getOtherNodeParam<int>(leftSensInfo.name, "i_max_q_size"), false);
     auto tfPrefix = getTFPrefix(leftSensInfo.name);
     leftRectConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
     leftRectConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
@@ -99,22 +106,41 @@ void Stereo::setupLeftRectQueue(std::shared_ptr<dai::Device> device) {
                                              leftSensInfo.socket,
                                              ph->getOtherNodeParam<int>(leftSensInfo.name, "i_width"),
                                              ph->getOtherNodeParam<int>(leftSensInfo.name, "i_height"));
+    for(auto& d : info.d) {
+        d = 0.0;
+    }
     leftRectIM->setCameraInfo(info);
-    leftRectPub = image_transport::create_camera_publisher(getROSNode(), "~/" + leftSensInfo.name + "/image_rect");
-    dai::RawImgFrame::Type encType = dai::RawImgFrame::Type::GRAY8;
-    if(left->getSensorData().color) {
-        encType = dai::RawImgFrame::Type::BGR888i;
-    }
-    if(ph->getParam<bool>("i_left_rect_low_bandwidth")) {
-        leftRectQ->addCallback(
-            std::bind(sensor_helpers::compressedImgCB, std::placeholders::_1, std::placeholders::_2, *leftRectConv, leftRectPub, leftRectIM, encType));
+    leftRectQ = device->getOutputQueue(leftRectQName, ph->getOtherNodeParam<int>(leftSensInfo.name, "i_max_q_size"), false);
+    if(getROSNode()->get_node_options().use_intra_process_comms()) {
+        leftRectPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + leftSensInfo.name + "/image_rect", 10);
+        leftRectInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
+        leftRectQ->addCallback(std::bind(sensor_helpers::splitPub,
+                                         std::placeholders::_1,
+                                         std::placeholders::_2,
+                                         *leftRectConv,
+                                         leftRectPub,
+                                         leftRectInfoPub,
+                                         leftRectIM,
+                                         getROSNode(),
+                                         ph->getParam<bool>("i_left_rect_low_bandwidth"),
+                                         false,
+                                         dai::RawImgFrame::Type::GRAY8));
     } else {
-        leftRectQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *leftRectConv, leftRectPub, leftRectIM));
+        leftRectPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + leftSensInfo.name + "/image_rect");
+        leftRectQ->addCallback(std::bind(sensor_helpers::cameraPub,
+                                         std::placeholders::_1,
+                                         std::placeholders::_2,
+                                         *leftRectConv,
+                                         leftRectPubIT,
+                                         leftRectIM,
+                                         getROSNode(),
+                                         ph->getParam<bool>("i_left_rect_low_bandwidth"),
+                                         false,
+                                         dai::RawImgFrame::Type::GRAY8));
     }
 }
 
 void Stereo::setupRightRectQueue(std::shared_ptr<dai::Device> device) {
-    rightRectQ = device->getOutputQueue(rightRectQName, ph->getOtherNodeParam<int>(rightSensInfo.name, "i_max_q_size"), false);
     auto tfPrefix = getTFPrefix(rightSensInfo.name);
     rightRectConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
     rightRectConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
@@ -126,22 +152,41 @@ void Stereo::setupRightRectQueue(std::shared_ptr<dai::Device> device) {
                                              rightSensInfo.socket,
                                              ph->getOtherNodeParam<int>(rightSensInfo.name, "i_width"),
                                              ph->getOtherNodeParam<int>(rightSensInfo.name, "i_height"));
+    for(auto& d : info.d) {
+        d = 0.0;
+    }
     rightRectIM->setCameraInfo(info);
-    rightRectPub = image_transport::create_camera_publisher(getROSNode(), "~/" + rightSensInfo.name + "/image_rect");
-    dai::RawImgFrame::Type encType = dai::RawImgFrame::Type::GRAY8;
-    if(right->getSensorData().color) {
-        encType = dai::RawImgFrame::Type::BGR888i;
-    }
-    if(ph->getParam<bool>("i_right_rect_low_bandwidth")) {
-        rightRectQ->addCallback(
-            std::bind(sensor_helpers::compressedImgCB, std::placeholders::_1, std::placeholders::_2, *rightRectConv, rightRectPub, rightRectIM, encType));
+    rightRectQ = device->getOutputQueue(rightRectQName, ph->getOtherNodeParam<int>(rightSensInfo.name, "i_max_q_size"), false);
+    if(getROSNode()->get_node_options().use_intra_process_comms()) {
+        rightRectPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + rightSensInfo.name + "/image_rect", 10);
+        rightRectInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
+        rightRectQ->addCallback(std::bind(sensor_helpers::splitPub,
+                                          std::placeholders::_1,
+                                          std::placeholders::_2,
+                                          *rightRectConv,
+                                          rightRectPub,
+                                          rightRectInfoPub,
+                                          rightRectIM,
+                                          getROSNode(),
+                                          ph->getParam<bool>("i_right_rect_low_bandwidth"),
+                                          false,
+                                          dai::RawImgFrame::Type::GRAY8));
     } else {
-        rightRectQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *rightRectConv, rightRectPub, rightRectIM));
+        rightRectPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + rightSensInfo.name + "/image_rect");
+        rightRectQ->addCallback(std::bind(sensor_helpers::cameraPub,
+                                          std::placeholders::_1,
+                                          std::placeholders::_2,
+                                          *rightRectConv,
+                                          rightRectPubIT,
+                                          rightRectIM,
+                                          getROSNode(),
+                                          ph->getParam<bool>("i_right_rect_low_bandwidth"),
+                                          false,
+                                          dai::RawImgFrame::Type::GRAY8));
     }
 }
 
 void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
-    stereoQ = device->getOutputQueue(stereoQName, ph->getParam<int>("i_max_q_size"), false);
     std::string tfPrefix;
     if(ph->getParam<bool>("i_align_depth")) {
         tfPrefix = getTFPrefix("rgb");
@@ -150,7 +195,6 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     }
     stereoConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
     stereoConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
-    stereoPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
     stereoIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
@@ -160,31 +204,42 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
                                              ph->getParam<int>("i_width"),
                                              ph->getParam<int>("i_height"));
     auto calibHandler = device->readCalibration();
-    info.p[3] = calibHandler.getBaselineDistance() * 10.0;  // baseline in mm
     for(auto& d : info.d) {
         d = 0.0;
     }
+    for(auto& r : info.r) {
+        r = 0.0;
+    }
+    info.r[0] = info.r[4] = info.r[8] = 1.0;
     stereoIM->setCameraInfo(info);
-
-    if(ph->getParam<bool>("i_low_bandwidth")) {
-        if(ph->getParam<bool>("i_output_disparity")) {
-            stereoQ->addCallback(std::bind(sensor_helpers::compressedImgCB,
-                                           std::placeholders::_1,
-                                           std::placeholders::_2,
-                                           *stereoConv,
-                                           stereoPub,
-                                           stereoIM,
-                                           dai::RawImgFrame::Type::GRAY8));
-        } else {
-            // converting disp->depth
-            stereoQ->addCallback(std::bind(
-                sensor_helpers::compressedImgCB, std::placeholders::_1, std::placeholders::_2, *stereoConv, stereoPub, stereoIM, dai::RawImgFrame::Type::RAW8));
-        }
+    stereoQ = device->getOutputQueue(stereoQName, ph->getParam<int>("i_max_q_size"), false);
+    if(getROSNode()->get_node_options().use_intra_process_comms()) {
+        RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
+        stereoPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/image_raw", 10);
+        stereoInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
+        stereoQ->addCallback(std::bind(sensor_helpers::splitPub,
+                                       std::placeholders::_1,
+                                       std::placeholders::_2,
+                                       *stereoConv,
+                                       stereoPub,
+                                       stereoInfoPub,
+                                       stereoIM,
+                                       getROSNode(),
+                                       ph->getParam<bool>("i_low_bandwidth"),
+                                       !ph->getParam<bool>("i_output_disparity"),
+                                       dai::RawImgFrame::Type::RAW8));
     } else {
-        if(ph->getParam<bool>("i_output_disparity")) {
-            stereoQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *stereoConv, stereoPub, stereoIM));
-        }
-        stereoQ->addCallback(std::bind(sensor_helpers::imgCB, std::placeholders::_1, std::placeholders::_2, *stereoConv, stereoPub, stereoIM));
+        stereoPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
+        stereoQ->addCallback(std::bind(sensor_helpers::cameraPub,
+                                       std::placeholders::_1,
+                                       std::placeholders::_2,
+                                       *stereoConv,
+                                       stereoPubIT,
+                                       stereoIM,
+                                       getROSNode(),
+                                       ph->getParam<bool>("i_low_bandwidth"),
+                                       !ph->getParam<bool>("i_output_disparity"),
+                                       dai::RawImgFrame::Type::RAW8));
     }
 }
 
diff --git a/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp b/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
index 7dcdb3b1..d8593deb 100644
--- a/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
@@ -38,7 +38,7 @@ void ImuParamHandler::declareParams(std::shared_ptr<dai::node::IMU> imu, const s
     }
     imu->enableIMUSensor(dai::IMUSensor::ACCELEROMETER_RAW, declareAndLogParam<int>("i_acc_freq", 400));
     imu->enableIMUSensor(dai::IMUSensor::GYROSCOPE_RAW, declareAndLogParam<int>("i_gyro_freq", 400));
-    imu->setBatchReportThreshold(declareAndLogParam<int>("i_batch_report_threshold", 1));
+    imu->setBatchReportThreshold(declareAndLogParam<int>("i_batch_report_threshold", 5));
     imu->setMaxBatchReports(declareAndLogParam<int>("i_max_batch_reports", 10));
 }
 
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 0b7c3251..1536bef8 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -71,6 +71,9 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> mo
     if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         monoCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
     }
+    if(declareAndLogParam<bool>("i_set_isp3a_fps", false)) {
+        monoCam->setIsp3aFps(declareAndLogParam<int>("i_isp3a_fps", 10));
+    }
     monoCam->setImageOrientation(utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), cameraImageOrientationMap));
 }
 void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam,
@@ -139,6 +142,9 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         colorCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
     }
+    if(declareAndLogParam<bool>("i_set_isp3a_fps", true)) {
+        colorCam->setIsp3aFps(declareAndLogParam<int>("i_isp3a_fps", 10));
+    }
     colorCam->setImageOrientation(utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), cameraImageOrientationMap));
 }
 dai::CameraControl SensorParamHandler::setRuntimeParams(const std::vector<rclcpp::Parameter>& params) {
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index e2018de5..c13279de 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -84,12 +84,14 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     }
     stereo->setOutputSize(declareAndLogParam<int>("i_width", width), declareAndLogParam<int>("i_height", height));
     stereo->setDefaultProfilePreset(depthPresetMap.at(declareAndLogParam<std::string>("i_depth_preset", "HIGH_ACCURACY")));
-    stereo->enableDistortionCorrection(declareAndLogParam<bool>("i_enable_distortion_correction", true));
+    if(declareAndLogParam<bool>("i_enable_distortion_correction", false)) {
+        stereo->enableDistortionCorrection(true);
+    }
 
     stereo->initialConfig.setBilateralFilterSigma(declareAndLogParam<int>("i_bilateral_sigma", 0));
     stereo->initialConfig.setLeftRightCheckThreshold(declareAndLogParam<int>("i_lrc_threshold", 10));
     stereo->initialConfig.setMedianFilter(static_cast<dai::MedianFilter>(declareAndLogParam<int>("i_depth_filter_size", 5)));
-    stereo->initialConfig.setConfidenceThreshold(declareAndLogParam<int>("i_stereo_conf_threshold", 255));
+    stereo->initialConfig.setConfidenceThreshold(declareAndLogParam<int>("i_stereo_conf_threshold", 240));
     if(declareAndLogParam<bool>("i_subpixel", false)) {
         stereo->initialConfig.setSubpixel(true);
         stereo->initialConfig.setSubpixelFractionalBits(declareAndLogParam<int>("i_subpixel_fractional_bits", 3));

From 54a85042bddfd1366c452b398e56e49d568d3da1 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Fri, 18 Aug 2023 12:22:48 +0200
Subject: [PATCH 13/38] Feature tracker humble (#366)

---
 README.md                                     |   9 ++
 depthai_bridge/CMakeLists.txt                 |   1 +
 .../TrackedFeaturesConverter.hpp              |  55 ++++++++++
 .../src/TrackedFeaturesConverter.cpp          |  51 +++++++++
 depthai_examples/CMakeLists.txt               |   2 +
 .../src/feature_tracker_publisher.cpp         | 100 ++++++++++++++++++
 depthai_filters/CMakeLists.txt                |   4 +
 depthai_filters/config/feature_tracker.yaml   |   6 ++
 .../feature_tracker_overlay.hpp               |  46 ++++++++
 .../include/depthai_filters/features_3d.hpp   |  36 +++++++
 .../launch/example_feature_3d.launch.py       |  51 +++++++++
 .../launch/example_feature_tracker.launch.py  |  51 +++++++++
 depthai_filters/package.xml                   |   1 +
 .../src/feature_tracker_overlay.cpp           |  76 +++++++++++++
 depthai_filters/src/features_3d.cpp           |  69 ++++++++++++
 depthai_ros_driver/CMakeLists.txt             |   2 +
 .../dai_nodes/sensors/feature_tracker.hpp     |  58 ++++++++++
 .../dai_nodes/sensors/sensor_wrapper.hpp      |   2 +-
 .../depthai_ros_driver/dai_nodes/stereo.hpp   |   1 +
 .../param_handlers/base_param_handler.hpp     |   2 +-
 .../feature_tracker_param_handler.hpp         |  34 ++++++
 .../src/dai_nodes/sensors/feature_tracker.cpp |  84 +++++++++++++++
 .../src/dai_nodes/sensors/sensor_wrapper.cpp  |  12 ++-
 depthai_ros_driver/src/dai_nodes/stereo.cpp   |  24 +++++
 .../feature_tracker_param_handler.cpp         |  30 ++++++
 .../param_handlers/sensor_param_handler.cpp   |   1 +
 .../param_handlers/stereo_param_handler.cpp   |   2 +
 depthai_ros_msgs/CMakeLists.txt               |   2 +
 depthai_ros_msgs/msg/TrackedFeature.msg       |  10 ++
 depthai_ros_msgs/msg/TrackedFeatures.msg      |   2 +
 30 files changed, 821 insertions(+), 3 deletions(-)
 create mode 100644 depthai_bridge/include/depthai_bridge/TrackedFeaturesConverter.hpp
 create mode 100644 depthai_bridge/src/TrackedFeaturesConverter.cpp
 create mode 100644 depthai_examples/src/feature_tracker_publisher.cpp
 create mode 100644 depthai_filters/config/feature_tracker.yaml
 create mode 100644 depthai_filters/include/depthai_filters/feature_tracker_overlay.hpp
 create mode 100644 depthai_filters/include/depthai_filters/features_3d.hpp
 create mode 100644 depthai_filters/launch/example_feature_3d.launch.py
 create mode 100644 depthai_filters/launch/example_feature_tracker.launch.py
 create mode 100644 depthai_filters/src/feature_tracker_overlay.cpp
 create mode 100644 depthai_filters/src/features_3d.cpp
 create mode 100644 depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp
 create mode 100644 depthai_ros_driver/include/depthai_ros_driver/param_handlers/feature_tracker_param_handler.hpp
 create mode 100644 depthai_ros_driver/src/dai_nodes/sensors/feature_tracker.cpp
 create mode 100644 depthai_ros_driver/src/param_handlers/feature_tracker_param_handler.cpp
 create mode 100644 depthai_ros_msgs/msg/TrackedFeature.msg
 create mode 100644 depthai_ros_msgs/msg/TrackedFeatures.msg

diff --git a/README.md b/README.md
index 1394aa9b..77ae51d7 100644
--- a/README.md
+++ b/README.md
@@ -17,6 +17,7 @@ You can develop your ROS applications in following ways:
 Supported ROS versions:
 - Noetic
 - Humble
+- Iron
 
 For usage check out respective git branches.
 
@@ -149,6 +150,11 @@ Additionally you can set `i.output_isp: false` to use `video` output and set cus
 #### Setting Stereo parameters
 ![](docs/param_stereo.gif)
 
+#### Feature Tracker
+
+Each sensor node (and rectified streams from Stereo node) has the option to add FeatureTracker node, which publishes `depthai_ros_msgs/msg/TrackedFeatures` messages.
+To enable features on, for example rgb node, set `rgb: i_enable_feature_tracker: true`. To enable publishing on rectified streams, set for example `stereo: i_left_rect_enable_feature_tracker`
+
 #### Setting IMU parameters
 Parameters:
 * `i_acc_freq: 400` - Accelerometer sensor frequency
@@ -259,6 +265,9 @@ Available filters:
 `ros2 launch depthai_filters example_seg_overlay.launch.py`
 - WLS filter - stereo depth filter that smooths out overall depth image based on disparity data. It subscribes to `stereo/image_raw` and `left/image raw` topics. Parameters needed to enable it - `left.i_publish_topic`, `stereo.i_output_disparity`
 an example can be seen by running  `ros2 launch depthai_filters example_wls_filter.launch.py`
+- SpatialBB - publishes bounding boxes as 3D line Markers based on spatial detections coming from driver node
+- FeatureTrackerOverlay - publishes Tracked Features overlay based on features and images coming from the driver
+- Features3D - uses depth image to republish features as 3D pointcloud
 
 
 ### Using external sources for NN inference or Stereo Depth
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index 6930d4df..fcc738fc 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -62,6 +62,7 @@ file(GLOB LIB_SRC
 "src/ImgDetectionConverter.cpp"
 "src/SpatialDetectionConverter.cpp"
 "src/ImuConverter.cpp"
+"src/TrackedFeaturesConverter.cpp"
 )
 
 add_library(${PROJECT_NAME} SHARED ${LIB_SRC})
diff --git a/depthai_bridge/include/depthai_bridge/TrackedFeaturesConverter.hpp b/depthai_bridge/include/depthai_bridge/TrackedFeaturesConverter.hpp
new file mode 100644
index 00000000..f8c5bb80
--- /dev/null
+++ b/depthai_bridge/include/depthai_bridge/TrackedFeaturesConverter.hpp
@@ -0,0 +1,55 @@
+#pragma once
+
+#include <depthai_ros_msgs/msg/tracked_features.hpp>
+#include <deque>
+#include <memory>
+#include <string>
+
+#include "depthai/pipeline/datatype/TrackedFeatures.hpp"
+#include "rclcpp/time.hpp"
+
+namespace dai {
+
+namespace ros {
+
+class TrackedFeaturesConverter {
+   public:
+    // DetectionConverter() = default;
+    TrackedFeaturesConverter(std::string frameName, bool getBaseDeviceTimestamp = false);
+    ~TrackedFeaturesConverter();
+
+    /**
+     * @brief Handles cases in which the ROS time shifts forward or backward
+     *  Should be called at regular intervals or on-change of ROS time, depending
+     *  on monitoring.
+     *
+     */
+    void updateRosBaseTime();
+
+    /**
+     * @brief Commands the converter to automatically update the ROS base time on message conversion based on variable
+     *
+     * @param update: bool whether to automatically update the ROS base time on message conversion
+     */
+    void setUpdateRosBaseTimeOnToRosMsg(bool update = true) {
+        _updateRosBaseTimeOnToRosMsg = update;
+    }
+
+    void toRosMsg(std::shared_ptr<dai::TrackedFeatures> inFeatures, std::deque<depthai_ros_msgs::msg::TrackedFeatures>& featureMsgs);
+
+   private:
+    const std::string _frameName;
+    std::chrono::time_point<std::chrono::steady_clock> _steadyBaseTime;
+    rclcpp::Time _rosBaseTime;
+    bool _getBaseDeviceTimestamp;
+    // For handling ROS time shifts and debugging
+    int64_t _totalNsChange{0};
+    // Whether to update the ROS base time on each message conversion
+    bool _updateRosBaseTimeOnToRosMsg{false};
+};
+
+}  // namespace ros
+
+namespace rosBridge = ros;
+
+}  // namespace dai
diff --git a/depthai_bridge/src/TrackedFeaturesConverter.cpp b/depthai_bridge/src/TrackedFeaturesConverter.cpp
new file mode 100644
index 00000000..cb9e40c1
--- /dev/null
+++ b/depthai_bridge/src/TrackedFeaturesConverter.cpp
@@ -0,0 +1,51 @@
+#include "depthai_bridge/TrackedFeaturesConverter.hpp"
+
+#include "depthai_bridge/depthaiUtility.hpp"
+
+namespace dai {
+
+namespace ros {
+
+TrackedFeaturesConverter::TrackedFeaturesConverter(std::string frameName, bool getBaseDeviceTimestamp)
+    : _frameName(frameName), _steadyBaseTime(std::chrono::steady_clock::now()), _getBaseDeviceTimestamp(getBaseDeviceTimestamp) {
+    _rosBaseTime = rclcpp::Clock().now();
+}
+
+TrackedFeaturesConverter::~TrackedFeaturesConverter() = default;
+
+void TrackedFeaturesConverter::updateRosBaseTime() {
+    updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
+}
+
+void TrackedFeaturesConverter::toRosMsg(std::shared_ptr<dai::TrackedFeatures> inFeatures, std::deque<depthai_ros_msgs::msg::TrackedFeatures>& featureMsgs) {
+    if(_updateRosBaseTimeOnToRosMsg) {
+        updateRosBaseTime();
+    }
+    std::chrono::_V2::steady_clock::time_point tstamp;
+    if(_getBaseDeviceTimestamp)
+        tstamp = inFeatures->getTimestampDevice();
+    else
+        tstamp = inFeatures->getTimestamp();
+
+    depthai_ros_msgs::msg::TrackedFeatures msg;
+
+    msg.header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, tstamp);
+    msg.header.frame_id = _frameName;
+    msg.features.resize(inFeatures->trackedFeatures.size());
+
+    for(const auto& feature : inFeatures->trackedFeatures) {
+        depthai_ros_msgs::msg::TrackedFeature ft;
+        ft.header = msg.header;
+        ft.position.x = feature.position.x;
+        ft.position.y = feature.position.y;
+        ft.age = feature.age;
+        ft.id = feature.id;
+        ft.harris_score = feature.harrisScore;
+        ft.tracking_error = feature.trackingError;
+        msg.features.emplace_back(ft);
+    }
+    featureMsgs.push_back(msg);
+}
+
+}  // namespace ros
+}  // namespace dai
\ No newline at end of file
diff --git a/depthai_examples/CMakeLists.txt b/depthai_examples/CMakeLists.txt
index 84dc5876..19bba4a4 100644
--- a/depthai_examples/CMakeLists.txt
+++ b/depthai_examples/CMakeLists.txt
@@ -98,6 +98,7 @@ dai_add_node_ros2(crop_control_service src/crop_control_service.cpp)
 dai_add_node_ros2(mobilenet_node src/mobilenet_publisher.cpp)
 dai_add_node_ros2(rgb_stereo_node src/rgb_stereo_node.cpp)
 dai_add_node_ros2(stereo_inertial_node src/stereo_inertial_publisher.cpp)
+dai_add_node_ros2(feature_tracker src/feature_tracker_publisher.cpp)
 dai_add_node_ros2(stereo_node src/stereo_publisher.cpp)
 dai_add_node_ros2(yolov4_spatial_node src/yolov4_spatial_publisher.cpp)
 
@@ -123,6 +124,7 @@ install(TARGETS
         stereo_inertial_node
         stereo_node
         yolov4_spatial_node
+        feature_tracker
         DESTINATION lib/${PROJECT_NAME})
 
 ament_package()
diff --git a/depthai_examples/src/feature_tracker_publisher.cpp b/depthai_examples/src/feature_tracker_publisher.cpp
new file mode 100644
index 00000000..ca30d94b
--- /dev/null
+++ b/depthai_examples/src/feature_tracker_publisher.cpp
@@ -0,0 +1,100 @@
+#include <cstdio>
+#include <functional>
+#include <iostream>
+#include <tuple>
+
+#include "depthai_ros_msgs/msg/tracked_features.hpp"
+#include "rclcpp/rclcpp.hpp"
+
+// Inludes common necessary includes for development using depthai library
+#include "depthai/device/DataQueue.hpp"
+#include "depthai/device/Device.hpp"
+#include "depthai/pipeline/Pipeline.hpp"
+#include "depthai/pipeline/node/ColorCamera.hpp"
+#include "depthai/pipeline/node/FeatureTracker.hpp"
+#include "depthai/pipeline/node/MonoCamera.hpp"
+#include "depthai/pipeline/node/StereoDepth.hpp"
+#include "depthai/pipeline/node/XLinkIn.hpp"
+#include "depthai/pipeline/node/XLinkOut.hpp"
+#include "depthai_bridge/BridgePublisher.hpp"
+#include "depthai_bridge/ImageConverter.hpp"
+#include "depthai_bridge/TrackedFeaturesConverter.hpp"
+
+int main(int argc, char** argv) {
+    rclcpp::init(argc, argv);
+    auto node = rclcpp::Node::make_shared("feature_tracker");
+
+    dai::Pipeline pipeline;
+
+    // Define sources and outputs
+    auto monoLeft = pipeline.create<dai::node::MonoCamera>();
+    auto monoRight = pipeline.create<dai::node::MonoCamera>();
+    auto featureTrackerLeft = pipeline.create<dai::node::FeatureTracker>();
+    auto featureTrackerRight = pipeline.create<dai::node::FeatureTracker>();
+
+    auto xoutTrackedFeaturesLeft = pipeline.create<dai::node::XLinkOut>();
+    auto xoutTrackedFeaturesRight = pipeline.create<dai::node::XLinkOut>();
+
+    xoutTrackedFeaturesLeft->setStreamName("trackedFeaturesLeft");
+    xoutTrackedFeaturesRight->setStreamName("trackedFeaturesRight");
+
+    // Properties
+    monoLeft->setResolution(dai::MonoCameraProperties::SensorResolution::THE_720_P);
+    monoLeft->setCamera("left");
+    monoRight->setResolution(dai::MonoCameraProperties::SensorResolution::THE_720_P);
+    monoRight->setCamera("right");
+
+    // Linking
+    monoLeft->out.link(featureTrackerLeft->inputImage);
+    featureTrackerLeft->outputFeatures.link(xoutTrackedFeaturesLeft->input);
+
+    monoRight->out.link(featureTrackerRight->inputImage);
+    featureTrackerRight->outputFeatures.link(xoutTrackedFeaturesRight->input);
+
+    // By default the least mount of resources are allocated
+    // increasing it improves performance when optical flow is enabled
+    auto numShaves = 2;
+    auto numMemorySlices = 2;
+    featureTrackerLeft->setHardwareResources(numShaves, numMemorySlices);
+    featureTrackerRight->setHardwareResources(numShaves, numMemorySlices);
+
+    auto featureTrackerConfig = featureTrackerRight->initialConfig.get();
+
+    std::shared_ptr<dai::Device> device;
+    std::vector<dai::DeviceInfo> availableDevices = dai::Device::getAllAvailableDevices();
+
+    std::cout << "Listing available devices..." << std::endl;
+    device = std::make_shared<dai::Device>(pipeline);
+    auto outputFeaturesLeftQueue = device->getOutputQueue("trackedFeaturesLeft", 8, false);
+    auto outputFeaturesRightQueue = device->getOutputQueue("trackedFeaturesRight", 8, false);
+    std::string tfPrefix = "oak";
+    dai::rosBridge::TrackedFeaturesConverter leftConverter(tfPrefix + "_left_camera_optical_frame", true);
+
+    dai::rosBridge::TrackedFeaturesConverter rightConverter(tfPrefix + "_right_camera_optical_frame", true);
+
+    dai::rosBridge::BridgePublisher<depthai_ros_msgs::msg::TrackedFeatures, dai::TrackedFeatures> featuresPubL(
+        outputFeaturesLeftQueue,
+        node,
+        std::string("features_left"),
+        std::bind(&dai::rosBridge::TrackedFeaturesConverter::toRosMsg, &leftConverter, std::placeholders::_1, std::placeholders::_2),
+        30,
+        "",
+        "features_left");
+
+    featuresPubL.addPublisherCallback();
+
+    dai::rosBridge::BridgePublisher<depthai_ros_msgs::msg::TrackedFeatures, dai::TrackedFeatures> featuresPubR(
+        outputFeaturesRightQueue,
+        node,
+        std::string("features_right"),
+        std::bind(&dai::rosBridge::TrackedFeaturesConverter::toRosMsg, &rightConverter, std::placeholders::_1, std::placeholders::_2),
+        30,
+        "",
+        "features_right");
+
+    featuresPubR.addPublisherCallback();
+    std::cout << "Ready." << std::endl;
+    rclcpp::spin(node);
+
+    return 0;
+}
diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index 9a7c9327..2b4455fe 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -18,6 +18,8 @@ ament_auto_add_library(
   src/segmentation_overlay.cpp
   src/spatial_bb.cpp
   src/wls_filter.cpp
+  src/feature_tracker_overlay.cpp
+  src/features_3d.cpp
   src/utils.cpp
 )
 ament_target_dependencies(${PROJECT_NAME} ${DEPENDENCIES})
@@ -29,6 +31,8 @@ rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::Detection2DOv
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::SegmentationOverlay")
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::WLSFilter")
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::SpatialBB")
+rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::FeatureTrackerOverlay")
+rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::Features3D")
 ament_export_include_directories(include)
 install(DIRECTORY launch config DESTINATION share/${PROJECT_NAME})
 install(
diff --git a/depthai_filters/config/feature_tracker.yaml b/depthai_filters/config/feature_tracker.yaml
new file mode 100644
index 00000000..c5db4849
--- /dev/null
+++ b/depthai_filters/config/feature_tracker.yaml
@@ -0,0 +1,6 @@
+/oak:
+  ros__parameters:
+    camera:
+      i_nn_type: none
+    rgb:
+      i_enable_feature_tracker: true
\ No newline at end of file
diff --git a/depthai_filters/include/depthai_filters/feature_tracker_overlay.hpp b/depthai_filters/include/depthai_filters/feature_tracker_overlay.hpp
new file mode 100644
index 00000000..026e38c1
--- /dev/null
+++ b/depthai_filters/include/depthai_filters/feature_tracker_overlay.hpp
@@ -0,0 +1,46 @@
+#pragma once
+
+#include "cv_bridge/cv_bridge.h"
+#include "depthai_ros_msgs/msg/tracked_features.hpp"
+#include "geometry_msgs/msg/point.hpp"
+#include "message_filters/subscriber.h"
+#include "message_filters/sync_policies/approximate_time.h"
+#include "message_filters/synchronizer.h"
+#include "rclcpp/rclcpp.hpp"
+#include "sensor_msgs/msg/image.hpp"
+
+namespace depthai_filters {
+
+class FeatureTrackerOverlay : public rclcpp::Node {
+   public:
+    explicit FeatureTrackerOverlay(const rclcpp::NodeOptions& options);
+    void onInit();
+
+    void overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& img, const depthai_ros_msgs::msg::TrackedFeatures::ConstSharedPtr& detections);
+
+    message_filters::Subscriber<sensor_msgs::msg::Image> imgSub;
+    message_filters::Subscriber<depthai_ros_msgs::msg::TrackedFeatures> featureSub;
+
+    typedef message_filters::sync_policies::ApproximateTime<sensor_msgs::msg::Image, depthai_ros_msgs::msg::TrackedFeatures> syncPolicy;
+    std::unique_ptr<message_filters::Synchronizer<syncPolicy>> sync;
+    rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr overlayPub;
+
+    using featureIdType = decltype(geometry_msgs::msg::Point::x);
+
+   private:
+    void trackFeaturePath(std::vector<depthai_ros_msgs::msg::TrackedFeature>& features);
+
+    void drawFeatures(cv::Mat& img);
+
+    int circleRadius = 2;
+    int maxTrackedFeaturesPathLength = 30;
+
+    cv::Scalar lineColor = cv::Scalar(200, 0, 200);
+    cv::Scalar pointColor = cv::Scalar(0, 0, 255);
+
+    int trackedFeaturesPathLength = 10;
+    std::unordered_set<featureIdType> trackedIDs;
+    std::unordered_map<featureIdType, std::deque<geometry_msgs::msg::Point>> trackedFeaturesPath;
+};
+
+}  // namespace depthai_filters
\ No newline at end of file
diff --git a/depthai_filters/include/depthai_filters/features_3d.hpp b/depthai_filters/include/depthai_filters/features_3d.hpp
new file mode 100644
index 00000000..ef1641e5
--- /dev/null
+++ b/depthai_filters/include/depthai_filters/features_3d.hpp
@@ -0,0 +1,36 @@
+#pragma once
+
+#include "depthai_ros_msgs/msg/tracked_features.hpp"
+#include "message_filters/subscriber.h"
+#include "message_filters/sync_policies/approximate_time.h"
+#include "message_filters/synchronizer.h"
+#include "rclcpp/rclcpp.hpp"
+#include "sensor_msgs/msg/camera_info.hpp"
+#include "sensor_msgs/msg/image.hpp"
+#include "sensor_msgs/msg/point_cloud2.hpp"
+#include "visualization_msgs/msg/marker_array.hpp"
+
+namespace depthai_filters {
+class Features3D : public rclcpp::Node {
+   public:
+    explicit Features3D(const rclcpp::NodeOptions& options);
+    void onInit();
+
+    void overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& depth,
+                   const sensor_msgs::msg::CameraInfo::ConstSharedPtr& info,
+                   const depthai_ros_msgs::msg::TrackedFeatures::ConstSharedPtr& features);
+
+    message_filters::Subscriber<sensor_msgs::msg::Image> depthSub;
+    message_filters::Subscriber<depthai_ros_msgs::msg::TrackedFeatures> featureSub;
+    message_filters::Subscriber<sensor_msgs::msg::CameraInfo> infoSub;
+
+    typedef message_filters::sync_policies::ApproximateTime<sensor_msgs::msg::Image, sensor_msgs::msg::CameraInfo, depthai_ros_msgs::msg::TrackedFeatures>
+        syncPolicy;
+    std::unique_ptr<message_filters::Synchronizer<syncPolicy>> sync;
+    rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr overlayPub;
+    rclcpp::Publisher<sensor_msgs::msg::PointCloud2>::SharedPtr pclPub;
+    float getDepthAt(int x, int y, const sensor_msgs::msg::Image::ConstSharedPtr& depth_image);
+    bool desqueeze = false;
+};
+
+}  // namespace depthai_filters
\ No newline at end of file
diff --git a/depthai_filters/launch/example_feature_3d.launch.py b/depthai_filters/launch/example_feature_3d.launch.py
new file mode 100644
index 00000000..b1dd16af
--- /dev/null
+++ b/depthai_filters/launch/example_feature_3d.launch.py
@@ -0,0 +1,51 @@
+import os
+
+from ament_index_python.packages import get_package_share_directory
+from launch import LaunchDescription
+from launch.actions import DeclareLaunchArgument, IncludeLaunchDescription, OpaqueFunction
+from launch.launch_description_sources import PythonLaunchDescriptionSource
+from launch.substitutions import LaunchConfiguration
+from launch_ros.actions import LoadComposableNodes
+from launch_ros.descriptions import ComposableNode
+
+
+def launch_setup(context, *args, **kwargs):
+    params_file = LaunchConfiguration("params_file")
+    depthai_prefix = get_package_share_directory("depthai_ros_driver")
+    name = LaunchConfiguration('name').perform(context)
+    
+    return [
+        IncludeLaunchDescription(
+            PythonLaunchDescriptionSource(
+                os.path.join(depthai_prefix, 'launch', 'camera.launch.py')),
+            launch_arguments={"name": name,
+                              "params_file": params_file}.items()),
+
+        LoadComposableNodes(
+            target_container=name+"_container",
+            composable_node_descriptions=[
+                    ComposableNode(
+                        package="depthai_filters",
+                        name="feature_overlay",
+                        plugin="depthai_filters::Features3D",
+                        remappings=[('stereo/image_raw', name+'/stereo/image_raw'),
+                                    ('stereo/camera_info', name+'/stereo/camera_info'),
+                                    ('feature_tracker/tracked_features', name+'/rgb_feature_tracker/tracked_features')]
+                    ),
+            ],
+        ),
+
+    ]
+
+
+def generate_launch_description():
+    depthai_filters_prefix = get_package_share_directory("depthai_filters")
+
+    declared_arguments = [
+        DeclareLaunchArgument("name", default_value="oak"),
+        DeclareLaunchArgument("params_file", default_value=os.path.join(depthai_filters_prefix, 'config', 'feature_tracker.yaml')),
+    ]
+
+    return LaunchDescription(
+        declared_arguments + [OpaqueFunction(function=launch_setup)]
+    )
\ No newline at end of file
diff --git a/depthai_filters/launch/example_feature_tracker.launch.py b/depthai_filters/launch/example_feature_tracker.launch.py
new file mode 100644
index 00000000..974e6782
--- /dev/null
+++ b/depthai_filters/launch/example_feature_tracker.launch.py
@@ -0,0 +1,51 @@
+import os
+
+from ament_index_python.packages import get_package_share_directory
+from launch import LaunchDescription
+from launch.actions import DeclareLaunchArgument, IncludeLaunchDescription, OpaqueFunction
+from launch.launch_description_sources import PythonLaunchDescriptionSource
+from launch.substitutions import LaunchConfiguration
+from launch_ros.actions import LoadComposableNodes
+from launch_ros.descriptions import ComposableNode
+
+
+def launch_setup(context, *args, **kwargs):
+    params_file = LaunchConfiguration("params_file")
+    depthai_prefix = get_package_share_directory("depthai_ros_driver")
+    name = LaunchConfiguration('name').perform(context)
+    
+    return [
+        IncludeLaunchDescription(
+            PythonLaunchDescriptionSource(
+                os.path.join(depthai_prefix, 'launch', 'camera.launch.py')),
+            launch_arguments={"name": name,
+                              "params_file": params_file}.items()),
+
+        LoadComposableNodes(
+            target_container=name+"_container",
+            composable_node_descriptions=[
+                    ComposableNode(
+                        package="depthai_filters",
+                        name="feature_overlay_rgb",
+                        plugin="depthai_filters::FeatureTrackerOverlay",
+                        remappings=[('rgb/preview/image_raw', name+'/rgb/image_raw'),
+                                    ('feature_tracker/tracked_features', name+'/rgb_feature_tracker/tracked_features'),
+                                    ('overlay', 'overlay_rgb')]
+                    )
+            ],
+        ),
+
+    ]
+
+
+def generate_launch_description():
+    depthai_filters_prefix = get_package_share_directory("depthai_filters")
+
+    declared_arguments = [
+        DeclareLaunchArgument("name", default_value="oak"),
+        DeclareLaunchArgument("params_file", default_value=os.path.join(depthai_filters_prefix, 'config', 'feature_tracker.yaml')),
+    ]
+
+    return LaunchDescription(
+        declared_arguments + [OpaqueFunction(function=launch_setup)]
+    )
\ No newline at end of file
diff --git a/depthai_filters/package.xml b/depthai_filters/package.xml
index a4684998..76d97458 100644
--- a/depthai_filters/package.xml
+++ b/depthai_filters/package.xml
@@ -18,6 +18,7 @@
   <depend>cv_bridge</depend>
   <depend>image_transport</depend>
   <depend>visualization_msgs</depend>
+  <depend>depthai_ros_msgs</depend>
 
   <export>
     <build_type>ament_cmake</build_type>
diff --git a/depthai_filters/src/feature_tracker_overlay.cpp b/depthai_filters/src/feature_tracker_overlay.cpp
new file mode 100644
index 00000000..107e0c58
--- /dev/null
+++ b/depthai_filters/src/feature_tracker_overlay.cpp
@@ -0,0 +1,76 @@
+#include "depthai_filters/feature_tracker_overlay.hpp"
+
+#include "cv_bridge/cv_bridge.h"
+#include "depthai_filters/utils.hpp"
+
+namespace depthai_filters {
+
+FeatureTrackerOverlay::FeatureTrackerOverlay(const rclcpp::NodeOptions& options) : rclcpp::Node("feature_overlay", options) {
+    onInit();
+}
+void FeatureTrackerOverlay::onInit() {
+    imgSub.subscribe(this, "rgb/preview/image_raw");
+    featureSub.subscribe(this, "feature_tracker/tracked_features");
+    sync = std::make_unique<message_filters::Synchronizer<syncPolicy>>(syncPolicy(10), imgSub, featureSub);
+    sync->registerCallback(std::bind(&FeatureTrackerOverlay::overlayCB, this, std::placeholders::_1, std::placeholders::_2));
+    overlayPub = this->create_publisher<sensor_msgs::msg::Image>("overlay", 10);
+}
+
+void FeatureTrackerOverlay::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& img,
+                                      const depthai_ros_msgs::msg::TrackedFeatures::ConstSharedPtr& features) {
+    cv::Mat imgMat = utils::msgToMat(this->get_logger(), img, sensor_msgs::image_encodings::BGR8);
+    std::vector<depthai_ros_msgs::msg::TrackedFeature> f = features->features;
+    trackFeaturePath(f);
+    drawFeatures(imgMat);
+    sensor_msgs::msg::Image outMsg;
+    cv_bridge::CvImage(img->header, sensor_msgs::image_encodings::BGR8, imgMat).toImageMsg(outMsg);
+
+    overlayPub->publish(outMsg);
+}
+
+void FeatureTrackerOverlay::trackFeaturePath(std::vector<depthai_ros_msgs::msg::TrackedFeature>& features) {
+    std::unordered_set<featureIdType> newTrackedIDs;
+    for(auto& currentFeature : features) {
+        auto currentID = currentFeature.id;
+        newTrackedIDs.insert(currentID);
+
+        if(!trackedFeaturesPath.count(currentID)) {
+            trackedFeaturesPath.insert({currentID, std::deque<geometry_msgs::msg::Point>()});
+        }
+        std::deque<geometry_msgs::msg::Point>& path = trackedFeaturesPath.at(currentID);
+
+        path.push_back(currentFeature.position);
+        while(path.size() > std::max<unsigned int>(1, trackedFeaturesPathLength)) {
+            path.pop_front();
+        }
+    }
+
+    std::unordered_set<featureIdType> featuresToRemove;
+    for(auto& oldId : trackedIDs) {
+        if(!newTrackedIDs.count(oldId)) {
+            featuresToRemove.insert(oldId);
+        }
+    }
+
+    for(auto& id : featuresToRemove) {
+        trackedFeaturesPath.erase(id);
+    }
+
+    trackedIDs = newTrackedIDs;
+}
+void FeatureTrackerOverlay::drawFeatures(cv::Mat& img) {
+    for(auto& featurePath : trackedFeaturesPath) {
+        std::deque<geometry_msgs::msg::Point>& path = featurePath.second;
+        unsigned int j = 0;
+        for(j = 0; j < path.size() - 1; j++) {
+            auto src = cv::Point(path[j].x, path[j].y);
+            auto dst = cv::Point(path[j + 1].x, path[j + 1].y);
+            cv::line(img, src, dst, lineColor, 1, cv::LINE_AA, 0);
+        }
+
+        cv::circle(img, cv::Point(path[j].x, path[j].y), circleRadius, pointColor, -1, cv::LINE_AA, 0);
+    }
+}
+}  // namespace depthai_filters
+#include "rclcpp_components/register_node_macro.hpp"
+RCLCPP_COMPONENTS_REGISTER_NODE(depthai_filters::FeatureTrackerOverlay);
\ No newline at end of file
diff --git a/depthai_filters/src/features_3d.cpp b/depthai_filters/src/features_3d.cpp
new file mode 100644
index 00000000..314d1ba2
--- /dev/null
+++ b/depthai_filters/src/features_3d.cpp
@@ -0,0 +1,69 @@
+#include "depthai_filters/features_3d.hpp"
+
+#include "cv_bridge/cv_bridge.h"
+#include "depthai_filters/utils.hpp"
+#include "geometry_msgs/msg/point32.hpp"
+#include "opencv2/opencv.hpp"
+#include "sensor_msgs/point_cloud2_iterator.hpp"
+
+namespace depthai_filters {
+
+Features3D::Features3D(const rclcpp::NodeOptions& options) : rclcpp::Node("features3d", options) {
+    onInit();
+}
+void Features3D::onInit() {
+    depthSub.subscribe(this, "stereo/image_raw");
+    infoSub.subscribe(this, "stereo/camera_info");
+    featureSub.subscribe(this, "feature_tracker/tracked_features");
+    sync = std::make_unique<message_filters::Synchronizer<syncPolicy>>(syncPolicy(10), depthSub, infoSub, featureSub);
+    sync->registerCallback(std::bind(&Features3D::overlayCB, this, std::placeholders::_1, std::placeholders::_2, std::placeholders::_3));
+    pclPub = this->create_publisher<sensor_msgs::msg::PointCloud2>("features", 10);
+    overlayPub = this->create_publisher<sensor_msgs::msg::Image>("overlay", 10);
+    desqueeze = this->declare_parameter<bool>("desqueeze", false);
+}
+float Features3D::getDepthAt(int x, int y, const sensor_msgs::msg::Image::ConstSharedPtr& depth_image) {
+    // Assuming depth image is of encoding type 16UC1 (16-bit depth, unsigned)
+    int row_step = depth_image->step;        // bytes per row
+    int pixel_index = y * row_step + x * 2;  // 2 bytes per pixel for 16-bit image
+
+    // Get the 16-bit depth value
+    uint16_t depth_raw = *(uint16_t*)(&depth_image->data[pixel_index]);
+
+    // Convert to meters or appropriate unit (this depends on your depth sensor configuration)
+    // Often, raw values are in millimeters, so convert to meters.
+    float depth_meters = depth_raw * 0.001;
+
+    return depth_meters;
+}
+void Features3D::overlayCB(const sensor_msgs::msg::Image::ConstSharedPtr& depth,
+                           const sensor_msgs::msg::CameraInfo::ConstSharedPtr& info,
+                           const depthai_ros_msgs::msg::TrackedFeatures::ConstSharedPtr& features) {
+    sensor_msgs::msg::PointCloud2 cloud;
+    cloud.header.frame_id = info->header.frame_id;  // Set this to your camera's frame
+    cloud.header.stamp = this->get_clock()->now();
+    cloud.height = 1;
+    cloud.width = features->features.size();  // assuming features is your vector of 2D points
+    sensor_msgs::PointCloud2Modifier pcd_modifier(cloud);
+    pcd_modifier.setPointCloud2FieldsByString(1, "xyz");
+    sensor_msgs::PointCloud2Iterator<float> out_x(cloud, "x");
+    sensor_msgs::PointCloud2Iterator<float> out_y(cloud, "y");
+    sensor_msgs::PointCloud2Iterator<float> out_z(cloud, "z");
+    double fx = info->k[0];
+    double fy = info->k[4];
+    double cx = info->k[2];
+    double cy = info->k[5];
+    for(const auto& feature : features->features) {
+        float depthVal = getDepthAt(feature.position.x, feature.position.y, depth);  // Define this function based on your depth image structure
+        *out_x = (feature.position.x - cx) * depthVal / fx;
+        *out_y = (feature.position.y - cy) * depthVal / fy;
+        *out_z = depthVal;
+        ++out_x;
+        ++out_y;
+        ++out_z;
+    }
+    pclPub->publish(cloud);
+}
+
+}  // namespace depthai_filters
+#include "rclcpp_components/register_node_macro.hpp"
+RCLCPP_COMPONENTS_REGISTER_NODE(depthai_filters::Features3D);
\ No newline at end of file
diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index e960b4db..5a90988f 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -68,6 +68,7 @@ add_library(
   src/param_handlers/imu_param_handler.cpp
   src/param_handlers/nn_param_handler.cpp
   src/param_handlers/sensor_param_handler.cpp
+  src/param_handlers/feature_tracker_param_handler.cpp
   src/param_handlers/stereo_param_handler.cpp
 )
 
@@ -79,6 +80,7 @@ add_library(
   src/dai_nodes/sensors/imu.cpp
   src/dai_nodes/sensors/rgb.cpp
   src/dai_nodes/sensors/mono.cpp
+  src/dai_nodes/sensors/feature_tracker.cpp
   src/dai_nodes/sensors/sensor_wrapper.cpp
   src/dai_nodes/stereo.cpp
 )
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp
new file mode 100644
index 00000000..746d6cc5
--- /dev/null
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp
@@ -0,0 +1,58 @@
+#pragma once
+
+#include "depthai_ros_driver/dai_nodes/base_node.hpp"
+#include "depthai_ros_msgs/msg/tracked_features.hpp"
+#include "rclcpp/publisher.hpp"
+
+namespace dai {
+class Pipeline;
+class Device;
+class DataOutputQueue;
+class ADatatype;
+namespace node {
+class FeatureTracker;
+class XLinkOut;
+}  // namespace node
+namespace ros {
+class TrackedFeaturesConverter;
+}
+}  // namespace dai
+
+namespace rclcpp {
+class Node;
+class Parameter;
+}  // namespace rclcpp
+
+namespace depthai_ros_driver {
+namespace param_handlers {
+class FeatureTrackerParamHandler;
+}
+namespace dai_nodes {
+
+class FeatureTracker : public BaseNode {
+   public:
+    explicit FeatureTracker(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
+    ~FeatureTracker();
+    void updateParams(const std::vector<rclcpp::Parameter>& params) override;
+    void setupQueues(std::shared_ptr<dai::Device> device) override;
+    void link(dai::Node::Input in, int linkType = 0) override;
+    dai::Node::Input getInput(int linkType = 0) override;
+    void setNames() override;
+    void setXinXout(std::shared_ptr<dai::Pipeline> pipeline) override;
+    void closeQueues() override;
+    void getParentName(const std::string& fullName);
+
+   private:
+    std::unique_ptr<dai::ros::TrackedFeaturesConverter> featureConverter;
+    void featureQCB(const std::string& name, const std::shared_ptr<dai::ADatatype>& data);
+    rclcpp::Publisher<depthai_ros_msgs::msg::TrackedFeatures>::SharedPtr featurePub;
+    std::shared_ptr<dai::node::FeatureTracker> featureNode;
+    std::unique_ptr<param_handlers::FeatureTrackerParamHandler> ph;
+    std::shared_ptr<dai::DataOutputQueue> featureQ;
+    std::shared_ptr<dai::node::XLinkOut> xoutFeature;
+    std::string featureQName;
+    std::string parentName;
+};
+
+}  // namespace dai_nodes
+}  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
index 7e6f45a0..080c5700 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
@@ -53,7 +53,7 @@ class SensorWrapper : public BaseNode {
 
    private:
     void subCB(const sensor_msgs::msg::Image& img);
-    std::unique_ptr<BaseNode> sensorNode;
+    std::unique_ptr<BaseNode> sensorNode, featureTrackerNode;
     std::unique_ptr<param_handlers::SensorParamHandler> ph;
     std::unique_ptr<dai::ros::ImageConverter> converter;
     rclcpp::Subscription<sensor_msgs::msg::Image>::SharedPtr sub;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
index 80dc4cce..4ac6f993 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
@@ -76,6 +76,7 @@ class Stereo : public BaseNode {
     std::shared_ptr<dai::node::VideoEncoder> stereoEnc, leftRectEnc, rightRectEnc;
     std::unique_ptr<SensorWrapper> left;
     std::unique_ptr<SensorWrapper> right;
+    std::unique_ptr<BaseNode> featureTrackerLeftR, featureTrackerRightR;
     std::unique_ptr<param_handlers::StereoParamHandler> ph;
     std::shared_ptr<dai::DataOutputQueue> stereoQ, leftRectQ, rightRectQ;
     std::shared_ptr<dai::node::XLinkOut> xoutStereo, xoutLeftRect, xoutRightRect;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/base_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/base_param_handler.hpp
index cb00f4a6..1faac56c 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/base_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/base_param_handler.hpp
@@ -41,7 +41,7 @@ class BaseParamHandler {
         return baseName + "." + paramName;
     }
     std::string getFullParamName(const std::string& daiNodeName, const std::string& paramName) {
-        std::string name = std::string(baseNode->get_namespace()) + "/" + daiNodeName + "." + paramName;
+        std::string name = daiNodeName + "." + paramName;
         return name;
     }
 
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/feature_tracker_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/feature_tracker_param_handler.hpp
new file mode 100644
index 00000000..14c8a9ab
--- /dev/null
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/feature_tracker_param_handler.hpp
@@ -0,0 +1,34 @@
+#pragma once
+
+#include <memory>
+#include <string>
+#include <vector>
+
+#include "depthai/pipeline/datatype/CameraControl.hpp"
+#include "depthai/pipeline/datatype/FeatureTrackerConfig.hpp"
+#include "depthai_ros_driver/param_handlers/base_param_handler.hpp"
+
+namespace dai {
+namespace node {
+class FeatureTracker;
+}
+}  // namespace dai
+
+namespace rclcpp {
+class Node;
+class Parameter;
+}  // namespace rclcpp
+
+namespace depthai_ros_driver {
+namespace param_handlers {
+
+class FeatureTrackerParamHandler : public BaseParamHandler {
+   public:
+    explicit FeatureTrackerParamHandler(rclcpp::Node* node, const std::string& name);
+    ~FeatureTrackerParamHandler();
+    void declareParams(std::shared_ptr<dai::node::FeatureTracker> featureTracker);
+    dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
+    std::unordered_map<std::string, dai::FeatureTrackerConfig::MotionEstimator::Type> motionEstMap;
+};
+}  // namespace param_handlers
+}  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/feature_tracker.cpp b/depthai_ros_driver/src/dai_nodes/sensors/feature_tracker.cpp
new file mode 100644
index 00000000..a66eedaf
--- /dev/null
+++ b/depthai_ros_driver/src/dai_nodes/sensors/feature_tracker.cpp
@@ -0,0 +1,84 @@
+#include "depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp"
+
+#include "depthai/device/DataQueue.hpp"
+#include "depthai/device/Device.hpp"
+#include "depthai/pipeline/Pipeline.hpp"
+#include "depthai/pipeline/node/FeatureTracker.hpp"
+#include "depthai/pipeline/node/XLinkOut.hpp"
+#include "depthai_bridge/TrackedFeaturesConverter.hpp"
+#include "depthai_ros_driver/param_handlers/feature_tracker_param_handler.hpp"
+#include "depthai_ros_driver/utils.hpp"
+#include "depthai_ros_msgs/msg/tracked_features.hpp"
+#include "rclcpp/node.hpp"
+
+namespace depthai_ros_driver {
+namespace dai_nodes {
+FeatureTracker::FeatureTracker(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline)
+    : BaseNode(daiNodeName, node, pipeline) {
+    RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
+    getParentName(daiNodeName);
+    setNames();
+    featureNode = pipeline->create<dai::node::FeatureTracker>();
+    ph = std::make_unique<param_handlers::FeatureTrackerParamHandler>(node, daiNodeName);
+    ph->declareParams(featureNode);
+    setXinXout(pipeline);
+    RCLCPP_DEBUG(node->get_logger(), "Node %s created", daiNodeName.c_str());
+}
+FeatureTracker::~FeatureTracker() = default;
+
+void FeatureTracker::getParentName(const std::string& fullName) {
+    auto endIdx = fullName.find("_");
+    parentName = fullName.substr(0, endIdx);
+}
+
+void FeatureTracker::setNames() {
+    featureQName = parentName + getName() + "_queue";
+}
+
+void FeatureTracker::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
+    xoutFeature = pipeline->create<dai::node::XLinkOut>();
+    xoutFeature->setStreamName(featureQName);
+    featureNode->outputFeatures.link(xoutFeature->input);
+}
+
+void FeatureTracker::setupQueues(std::shared_ptr<dai::Device> device) {
+    featureQ = device->getOutputQueue(featureQName, ph->getParam<int>("i_max_q_size"), false);
+    auto tfPrefix = getTFPrefix(parentName);
+    rclcpp::PublisherOptions options;
+    options.qos_overriding_options = rclcpp::QosOverridingOptions();
+    featureConverter = std::make_unique<dai::ros::TrackedFeaturesConverter>(tfPrefix + "_frame", ph->getParam<bool>("i_get_base_device_timestamp"));
+    featureConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
+
+    featurePub = getROSNode()->create_publisher<depthai_ros_msgs::msg::TrackedFeatures>("~/" + getName() + "/tracked_features", 10, options);
+    featureQ->addCallback(std::bind(&FeatureTracker::featureQCB, this, std::placeholders::_1, std::placeholders::_2));
+}
+
+void FeatureTracker::closeQueues() {
+    featureQ->close();
+}
+
+void FeatureTracker::featureQCB(const std::string& /*name*/, const std::shared_ptr<dai::ADatatype>& data) {
+    auto featureData = std::dynamic_pointer_cast<dai::TrackedFeatures>(data);
+    std::deque<depthai_ros_msgs::msg::TrackedFeatures> deq;
+    featureConverter->toRosMsg(featureData, deq);
+    while(deq.size() > 0) {
+        auto currMsg = deq.front();
+        featurePub->publish(currMsg);
+        deq.pop_front();
+    }
+}
+
+void FeatureTracker::link(dai::Node::Input in, int /*linkType*/) {
+    featureNode->outputFeatures.link(in);
+}
+
+dai::Node::Input FeatureTracker::getInput(int /*linkType*/) {
+    return featureNode->inputImage;
+}
+
+void FeatureTracker::updateParams(const std::vector<rclcpp::Parameter>& params) {
+    ph->setRuntimeParams(params);
+}
+
+}  // namespace dai_nodes
+}  // namespace depthai_ros_driver
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
index 06566462..f91a8480 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
@@ -4,6 +4,7 @@
 #include "depthai/pipeline/Pipeline.hpp"
 #include "depthai/pipeline/node/XLinkIn.hpp"
 #include "depthai_bridge/ImageConverter.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/mono.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/rgb.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
@@ -58,7 +59,10 @@ SensorWrapper::SensorWrapper(const std::string& daiNodeName,
             sensorNode = std::make_unique<Mono>(daiNodeName, node, pipeline, socket, (*sensorIt), publish);
         }
     }
-
+    if(ph->getParam<bool>("i_enable_feature_tracker")) {
+        featureTrackerNode = std::make_unique<FeatureTracker>(daiNodeName + std::string("_feature_tracker"), node, pipeline);
+        sensorNode->link(featureTrackerNode->getInput());
+    }
     RCLCPP_DEBUG(node->get_logger(), "Base node %s created", daiNodeName.c_str());
 }
 SensorWrapper::~SensorWrapper() = default;
@@ -89,6 +93,9 @@ void SensorWrapper::setupQueues(std::shared_ptr<dai::Device> device) {
     if(!ph->getParam<bool>("i_disable_node")) {
         sensorNode->setupQueues(device);
     }
+    if(ph->getParam<bool>("i_enable_feature_tracker")) {
+        featureTrackerNode->setupQueues(device);
+    }
 }
 void SensorWrapper::closeQueues() {
     if(ph->getParam<bool>("i_simulate_from_topic")) {
@@ -97,6 +104,9 @@ void SensorWrapper::closeQueues() {
     if(!ph->getParam<bool>("i_disable_node")) {
         sensorNode->closeQueues();
     }
+    if(ph->getParam<bool>("i_enable_feature_tracker")) {
+        featureTrackerNode->closeQueues();
+    }
 }
 
 void SensorWrapper::link(dai::Node::Input in, int linkType) {
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index 1ed821bb..e260148d 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -9,6 +9,7 @@
 #include "depthai/pipeline/node/VideoEncoder.hpp"
 #include "depthai/pipeline/node/XLinkOut.hpp"
 #include "depthai_bridge/ImageConverter.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp"
 #include "depthai_ros_driver/param_handlers/stereo_param_handler.hpp"
@@ -92,6 +93,17 @@ void Stereo::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
             stereoCamNode->rectifiedRight.link(xoutRightRect->input);
         }
     }
+
+    if(ph->getParam<bool>("i_left_rect_enable_feature_tracker")) {
+        featureTrackerLeftR = std::make_unique<FeatureTracker>(leftSensInfo.name + std::string("_rect_feature_tracker"), getROSNode(), pipeline);
+
+        stereoCamNode->rectifiedLeft.link(featureTrackerLeftR->getInput());
+    }
+
+    if(ph->getParam<bool>("i_right_rect_enable_feature_tracker")) {
+        featureTrackerRightR = std::make_unique<FeatureTracker>(rightSensInfo.name + std::string("_rect_feature_tracker"), getROSNode(), pipeline);
+        stereoCamNode->rectifiedRight.link(featureTrackerRightR->getInput());
+    }
 }
 
 void Stereo::setupLeftRectQueue(std::shared_ptr<dai::Device> device) {
@@ -255,6 +267,12 @@ void Stereo::setupQueues(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_publish_right_rect")) {
         setupRightRectQueue(device);
     }
+    if(ph->getParam<bool>("i_left_rect_enable_feature_tracker")) {
+        featureTrackerLeftR->setupQueues(device);
+    }
+    if(ph->getParam<bool>("i_right_rect_enable_feature_tracker")) {
+        featureTrackerRightR->setupQueues(device);
+    }
 }
 void Stereo::closeQueues() {
     left->closeQueues();
@@ -268,6 +286,12 @@ void Stereo::closeQueues() {
     if(ph->getParam<bool>("i_publish_right_rect")) {
         rightRectQ->close();
     }
+    if(ph->getParam<bool>("i_left_rect_enable_feature_tracker")) {
+        featureTrackerLeftR->closeQueues();
+    }
+    if(ph->getParam<bool>("i_right_rect_enable_feature_tracker")) {
+        featureTrackerRightR->closeQueues();
+    }
 }
 
 void Stereo::link(dai::Node::Input in, int /*linkType*/) {
diff --git a/depthai_ros_driver/src/param_handlers/feature_tracker_param_handler.cpp b/depthai_ros_driver/src/param_handlers/feature_tracker_param_handler.cpp
new file mode 100644
index 00000000..8a93fc4f
--- /dev/null
+++ b/depthai_ros_driver/src/param_handlers/feature_tracker_param_handler.cpp
@@ -0,0 +1,30 @@
+#include "depthai_ros_driver/param_handlers/feature_tracker_param_handler.hpp"
+
+#include "depthai/pipeline/node/FeatureTracker.hpp"
+#include "depthai_ros_driver/utils.hpp"
+#include "rclcpp/logger.hpp"
+#include "rclcpp/node.hpp"
+
+namespace depthai_ros_driver {
+namespace param_handlers {
+FeatureTrackerParamHandler::FeatureTrackerParamHandler(rclcpp::Node* node, const std::string& name) : BaseParamHandler(node, name) {}
+FeatureTrackerParamHandler::~FeatureTrackerParamHandler() = default;
+void FeatureTrackerParamHandler::declareParams(std::shared_ptr<dai::node::FeatureTracker> featureTracker) {
+    declareAndLogParam<bool>("i_get_base_device_timestamp", false);
+
+    featureTracker->setHardwareResources(declareAndLogParam<int>("i_num_shaves", 2), declareAndLogParam<int>("i_num_memory_slices", 2));
+    motionEstMap = {{"LUCAS_KANADE_OPTICAL_FLOW", dai::FeatureTrackerConfig::MotionEstimator::Type::LUCAS_KANADE_OPTICAL_FLOW},
+                    {"HW_MOTION_ESTIMATION", dai::FeatureTrackerConfig::MotionEstimator::Type::HW_MOTION_ESTIMATION}
+
+    };
+    auto config = featureTracker->initialConfig.get();
+    config.motionEstimator.type = (motionEstMap.at(declareAndLogParam<std::string>("i_motion_estimator", "LUCAS_KANADE_OPTICAL_FLOW")));
+    featureTracker->initialConfig.set(config);
+}
+
+dai::CameraControl FeatureTrackerParamHandler::setRuntimeParams(const std::vector<rclcpp::Parameter>& /*params*/) {
+    dai::CameraControl ctrl;
+    return ctrl;
+}
+}  // namespace param_handlers
+}  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 1536bef8..89115cfe 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -27,6 +27,7 @@ void SensorParamHandler::declareCommonParams() {
     declareAndLogParam<bool>("i_get_base_device_timestamp", false);
     declareAndLogParam<int>("i_board_socket_id", 0);
     declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
+    declareAndLogParam<bool>("i_enable_feature_tracker", false);
     fSyncModeMap = {
         {"OFF", dai::CameraControl::FrameSyncMode::OFF},
         {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index c13279de..d8055b72 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -49,10 +49,12 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     declareAndLogParam<bool>("i_publish_left_rect", false);
     declareAndLogParam<bool>("i_left_rect_low_bandwidth", false);
     declareAndLogParam<int>("i_left_rect_low_bandwidth_quality", 50);
+    declareAndLogParam<bool>("i_left_rect_enable_feature_tracker", false);
 
     declareAndLogParam<bool>("i_publish_right_rect", false);
     declareAndLogParam<bool>("i_right_rect_low_bandwidth", false);
     declareAndLogParam<int>("i_right_rect_low_bandwidth_quality", 50);
+    declareAndLogParam<bool>("i_right_rect_enable_feature_tracker", false);
 
     stereo->setLeftRightCheck(declareAndLogParam<bool>("i_lr_check", true));
     int width = 1280;
diff --git a/depthai_ros_msgs/CMakeLists.txt b/depthai_ros_msgs/CMakeLists.txt
index 9210b25b..c5e0374e 100644
--- a/depthai_ros_msgs/CMakeLists.txt
+++ b/depthai_ros_msgs/CMakeLists.txt
@@ -25,6 +25,8 @@ rosidl_generate_interfaces(${PROJECT_NAME}
   "msg/HandLandmark.msg"
   "msg/HandLandmarkArray.msg"
   "msg/ImuWithMagneticField.msg"
+  "msg/TrackedFeature.msg"
+  "msg/TrackedFeatures.msg"
   # "msg/ImageMarker.msg"
   # "msg/ImageMarkerArray.msg"
   "msg/SpatialDetection.msg"
diff --git a/depthai_ros_msgs/msg/TrackedFeature.msg b/depthai_ros_msgs/msg/TrackedFeature.msg
new file mode 100644
index 00000000..f0aead6e
--- /dev/null
+++ b/depthai_ros_msgs/msg/TrackedFeature.msg
@@ -0,0 +1,10 @@
+std_msgs/Header header
+
+geometry_msgs/Point position
+uint32 id
+
+uint32 age
+
+float32 harris_score
+
+float32 tracking_error
diff --git a/depthai_ros_msgs/msg/TrackedFeatures.msg b/depthai_ros_msgs/msg/TrackedFeatures.msg
new file mode 100644
index 00000000..ab977295
--- /dev/null
+++ b/depthai_ros_msgs/msg/TrackedFeatures.msg
@@ -0,0 +1,2 @@
+std_msgs/Header header
+depthai_ros_msgs/TrackedFeature[] features
\ No newline at end of file

From 032f69e2379be9352215c5d614b0016bec3ba44b Mon Sep 17 00:00:00 2001
From: Alexandre Chataignon <alexandre.github@xouillet.info>
Date: Mon, 21 Aug 2023 10:08:30 +0200
Subject: [PATCH 14/38] Handle USB speed when usb id is specified (#372)

Co-authored-by: Alexandre Chataignon <alexandre.chataignon@robocc.com>
---
 depthai_ros_driver/src/camera.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/depthai_ros_driver/src/camera.cpp b/depthai_ros_driver/src/camera.cpp
index e0d94a72..2773cb08 100644
--- a/depthai_ros_driver/src/camera.cpp
+++ b/depthai_ros_driver/src/camera.cpp
@@ -159,7 +159,7 @@ void Camera::startDevice() {
                     } else if(!usb_id.empty() && info.name == usb_id) {
                         RCLCPP_INFO(this->get_logger(), "Connecting to the camera using USB ID: %s", usb_id.c_str());
                         if(info.state == X_LINK_UNBOOTED || info.state == X_LINK_BOOTLOADER) {
-                            device = std::make_shared<dai::Device>(info);
+                            device = std::make_shared<dai::Device>(info, speed);
                             camRunning = true;
                         } else if(info.state == X_LINK_BOOTED) {
                             throw std::runtime_error("Device is already booted in different process.");

From c3b73726a635a4155501ac73acccd4876ca65776 Mon Sep 17 00:00:00 2001
From: Alexandre Chataignon <alexandre.github@xouillet.info>
Date: Mon, 21 Aug 2023 14:18:59 +0200
Subject: [PATCH 15/38] Change misleading error to a clearer message (#373)

Co-authored-by: Alexandre Chataignon <alexandre.chataignon@robocc.com>
---
 depthai_ros_driver/src/camera.cpp | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/depthai_ros_driver/src/camera.cpp b/depthai_ros_driver/src/camera.cpp
index 2773cb08..b4900965 100644
--- a/depthai_ros_driver/src/camera.cpp
+++ b/depthai_ros_driver/src/camera.cpp
@@ -165,8 +165,7 @@ void Camera::startDevice() {
                             throw std::runtime_error("Device is already booted in different process.");
                         }
                     } else {
-                        RCLCPP_INFO(this->get_logger(), "Device info: MXID: %s, Name: %s", info.getMxId().c_str(), info.name.c_str());
-                        throw std::runtime_error("Unable to connect to the device, check if parameters match with given info.");
+                        RCLCPP_INFO(this->get_logger(), "Ignoring device info: MXID: %s, Name: %s", info.getMxId().c_str(), info.name.c_str());
                     }
                 }
             }

From 4b3fe01e90dcf5af04e1539c480dac65c7513e98 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Mon, 21 Aug 2023 16:02:29 +0200
Subject: [PATCH 16/38] Minor updates Humble (#375)

* add debug options to the launch file

* add preview width height params

* add depthai_filters to depthai-ros pkgs

* isp3a to false for color

* update nn resizing

* add rclcpp check
---
 depthai-ros/package.xml                       |  1 +
 depthai_ros_driver/launch/camera.launch.py    | 22 +++++++++++++++++--
 .../src/dai_nodes/sensors/sensor_helpers.cpp  |  6 ++---
 .../src/param_handlers/nn_param_handler.cpp   | 12 +++++-----
 .../param_handlers/sensor_param_handler.cpp   |  8 ++++---
 5 files changed, 36 insertions(+), 13 deletions(-)

diff --git a/depthai-ros/package.xml b/depthai-ros/package.xml
index 2be1cd74..87b17507 100644
--- a/depthai-ros/package.xml
+++ b/depthai-ros/package.xml
@@ -19,6 +19,7 @@
   <exec_depend>depthai_examples</exec_depend>
   <exec_depend>depthai_ros_driver</exec_depend>
   <exec_depend>depthai_descriptions</exec_depend>
+  <exec_depend>depthai_filters</exec_depend>
 
   <export>
     <build_type>ament_cmake</build_type>
diff --git a/depthai_ros_driver/launch/camera.launch.py b/depthai_ros_driver/launch/camera.launch.py
index 006e9be1..de295f59 100644
--- a/depthai_ros_driver/launch/camera.launch.py
+++ b/depthai_ros_driver/launch/camera.launch.py
@@ -15,6 +15,8 @@ def launch_setup(context, *args, **kwargs):
     if(context.environment.get('DEPTHAI_DEBUG')=='1'):
         log_level='debug'
 
+    
+
     urdf_launch_dir = os.path.join(get_package_share_directory('depthai_descriptions'), 'launch')
     
     params_file = LaunchConfiguration("params_file")
@@ -29,7 +31,18 @@ def launch_setup(context, *args, **kwargs):
     cam_roll     = LaunchConfiguration('cam_roll',      default = '0.0')
     cam_pitch    = LaunchConfiguration('cam_pitch',     default = '0.0')
     cam_yaw      = LaunchConfiguration('cam_yaw',       default = '0.0')
-    
+    use_gdb      = LaunchConfiguration('use_gdb',       default = 'false')
+    use_valgrind = LaunchConfiguration('use_valgrind',  default = 'false')
+    use_perf     = LaunchConfiguration('use_perf',      default = 'false')
+
+    launch_prefix = ''
+
+    if (LaunchConfiguration('use_gdb').perform(context) == 'true'):
+        launch_prefix += "gdb -ex run --args "
+    if (LaunchConfiguration('use_valgrind').perform(context) == 'true'):
+        launch_prefix += "valgrind --tool=callgrind"
+    if (LaunchConfiguration('use_perf').perform(context) == 'true'):
+        launch_prefix += "perf record -g --call-graph dwarf --output=perf.out.node_name.data --"
     return [
             Node(
                 condition=IfCondition(LaunchConfiguration("use_rviz").perform(context)),
@@ -67,6 +80,7 @@ def launch_setup(context, *args, **kwargs):
                     )
             ],
             arguments=['--ros-args', '--log-level', log_level],
+            prefix=[launch_prefix],
             output="both",
         ),
 
@@ -79,6 +93,7 @@ def generate_launch_description():
     declared_arguments = [
         DeclareLaunchArgument("name", default_value="oak"),
         DeclareLaunchArgument("parent_frame", default_value="oak-d-base-frame"),
+        DeclareLaunchArgument("camera_model", default_value="OAK-D"),
         DeclareLaunchArgument("cam_pos_x", default_value="0.0"),
         DeclareLaunchArgument("cam_pos_y", default_value="0.0"),
         DeclareLaunchArgument("cam_pos_z", default_value="0.0"),
@@ -87,7 +102,10 @@ def generate_launch_description():
         DeclareLaunchArgument("cam_yaw", default_value="0.0"),
         DeclareLaunchArgument("params_file", default_value=os.path.join(depthai_prefix, 'config', 'camera.yaml')),
         DeclareLaunchArgument("use_rviz", default_value='false'),
-        DeclareLaunchArgument("rviz_config", default_value=os.path.join(depthai_prefix, "config", "rviz", "rgbd.rviz"))
+        DeclareLaunchArgument("rviz_config", default_value=os.path.join(depthai_prefix, "config", "rviz", "rgbd.rviz")),
+        DeclareLaunchArgument("use_gdb", default_value='false'),
+        DeclareLaunchArgument("use_valgrind", default_value='false'),
+        DeclareLaunchArgument("use_perf", default_value='false')
     ]
 
     return LaunchDescription(
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index aad3721e..94ab1966 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -98,7 +98,7 @@ void basicCameraPub(const std::string& /*name*/,
                     image_transport::CameraPublisher& pub,
                     std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
                     rclcpp::Node* node) {
-    if(node->count_subscribers(pub.getTopic()) > 0) {
+    if(rclcpp::ok() && node->count_subscribers(pub.getTopic()) > 0) {
         auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
         auto info = infoManager->getCameraInfo();
         auto rawMsg = converter.toRosMsgRawPtr(img);
@@ -116,7 +116,7 @@ void cameraPub(const std::string& /*name*/,
                bool fromBitStream,
                bool dispToDepth,
                dai::RawImgFrame::Type type) {
-    if(node->count_subscribers(pub.getTopic()) > 0) {
+    if(rclcpp::ok() && node->count_subscribers(pub.getTopic()) > 0) {
         auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
         auto info = infoManager->getCameraInfo();
         auto rawMsg = converter.toRosMsgRawPtr(img, fromBitStream, dispToDepth, type, info);
@@ -135,7 +135,7 @@ void splitPub(const std::string& /*name*/,
               bool fromBitStream,
               bool dispToDepth,
               dai::RawImgFrame::Type type) {
-    if(node->count_subscribers(imgPub->get_topic_name()) > 0 && node->count_subscribers(infoPub->get_topic_name()) > 0) {
+    if(rclcpp::ok() && node->count_subscribers(imgPub->get_topic_name()) > 0 && node->count_subscribers(infoPub->get_topic_name()) > 0) {
         auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
         auto info = infoManager->getCameraInfo();
         auto rawMsg = converter.toRosMsgRawPtr(img, fromBitStream, dispToDepth, type, info);
diff --git a/depthai_ros_driver/src/param_handlers/nn_param_handler.cpp b/depthai_ros_driver/src/param_handlers/nn_param_handler.cpp
index 9283f66c..4645091d 100644
--- a/depthai_ros_driver/src/param_handlers/nn_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/nn_param_handler.cpp
@@ -112,10 +112,12 @@ void NNParamHandler::setNNParams(nlohmann::json data, std::shared_ptr<dai::node:
 void NNParamHandler::setImageManip(const std::string& model_path, std::shared_ptr<dai::node::ImageManip> imageManip) {
     auto blob = dai::OpenVINO::Blob(model_path);
     auto firstInfo = blob.networkInputs.begin();
-    auto inputSize = firstInfo->second.dims[0];
-    if(inputSize > 590) {
+    auto inputWidth = firstInfo->second.dims[0];
+    auto inputHeight = firstInfo->second.dims[1];
+    if(inputWidth > 590 || inputHeight > 590) {
         std::ostringstream stream;
-        stream << "Current network input size is too large to resize. Please set following parameters: rgb.i_preview_size: " << inputSize;
+        stream << "Current network input size is too large to resize. Please set following parameters: rgb.i_preview_width: " << inputWidth;
+        stream << ", rgb.i_preview_height: " << inputHeight;
         stream << " and nn.i_disable_resize to true";
         throw std::runtime_error(stream.str());
     }
@@ -123,8 +125,8 @@ void NNParamHandler::setImageManip(const std::string& model_path, std::shared_pt
     imageManip->inputImage.setBlocking(false);
     imageManip->inputImage.setQueueSize(8);
     imageManip->setKeepAspectRatio(false);
-    RCLCPP_INFO(getROSNode()->get_logger(), "NN input size: %d x %d. Resizing input image in case of different dimensions.", inputSize, inputSize);
-    imageManip->initialConfig.setResize(inputSize, inputSize);
+    RCLCPP_INFO(getROSNode()->get_logger(), "NN input size: %d x %d. Resizing input image in case of different dimensions.", inputWidth, inputHeight);
+    imageManip->initialConfig.setResize(inputWidth, inputHeight);
 }
 std::string NNParamHandler::getModelPath(const nlohmann::json& data) {
     std::string modelPath;
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 89115cfe..2afe953b 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -99,8 +99,10 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     declareAndLogParam<bool>("i_enable_preview", false);
     colorCam->setBoardSocket(socket);
     colorCam->setFps(declareAndLogParam<double>("i_fps", 30.0));
-    size_t preview_size = declareAndLogParam<int>("i_preview_size", 300);
-    colorCam->setPreviewSize(preview_size, preview_size);
+    int preview_size = declareAndLogParam<int>("i_preview_size", 300);
+    int preview_width = declareAndLogParam<int>("i_preview_width", preview_size);
+    int preview_height = declareAndLogParam<int>("i_preview_height", preview_size);
+    colorCam->setPreviewSize(preview_width, preview_height);
     auto resolution = utils::getValFromMap(declareAndLogParam<std::string>("i_resolution", "1080"), rgbResolutionMap);
     int width, height;
     colorCam->setResolution(resolution);
@@ -143,7 +145,7 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         colorCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
     }
-    if(declareAndLogParam<bool>("i_set_isp3a_fps", true)) {
+    if(declareAndLogParam<bool>("i_set_isp3a_fps", false)) {
         colorCam->setIsp3aFps(declareAndLogParam<int>("i_isp3a_fps", 10));
     }
     colorCam->setImageOrientation(utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), cameraImageOrientationMap));

From 98ea647ed7c7a7c8dcc7421b2adc86f9daf56511 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Wed, 30 Aug 2023 15:11:43 +0200
Subject: [PATCH 17/38] Watchdog humble (#377)

---
 depthai_ros_driver/CMakeLists.txt             |  3 +
 .../include/depthai_ros_driver/camera.hpp     | 15 +++-
 .../dai_nodes/base_node.hpp                   |  4 +-
 .../dai_nodes/sys_logger.hpp                  | 43 ++++++++++
 depthai_ros_driver/package.xml                |  4 +-
 depthai_ros_driver/src/camera.cpp             | 69 +++++++++++-----
 .../src/dai_nodes/base_node.cpp               | 24 ++++++
 .../src/dai_nodes/sys_logger.cpp              | 81 +++++++++++++++++++
 .../param_handlers/stereo_param_handler.cpp   |  6 ++
 .../src/pipeline/pipeline_generator.cpp       |  4 +-
 10 files changed, 229 insertions(+), 24 deletions(-)
 create mode 100644 depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sys_logger.hpp
 create mode 100644 depthai_ros_driver/src/dai_nodes/sys_logger.cpp

diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index 5a90988f..a25966b5 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -28,6 +28,8 @@ depthai_bridge
 image_transport
 rclcpp
 sensor_msgs
+diagnostic_updater
+diagnostic_msgs
 )
 
 set(SENSOR_DEPS
@@ -63,6 +65,7 @@ add_library(
   ${COMMON_LIB_NAME} SHARED
   src/utils.cpp
   src/dai_nodes/base_node.cpp
+  src/dai_nodes/sys_logger.cpp
   src/dai_nodes/sensors/sensor_helpers.cpp # TODO: Figure out different place for this 
   src/param_handlers/camera_param_handler.cpp
   src/param_handlers/imu_param_handler.cpp
diff --git a/depthai_ros_driver/include/depthai_ros_driver/camera.hpp b/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
index 02694e3b..1a45aef5 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
@@ -8,6 +8,7 @@
 #include "depthai_ros_driver/param_handlers/camera_param_handler.hpp"
 #include "rclcpp/node.hpp"
 #include "std_srvs/srv/trigger.hpp"
+#include "diagnostic_msgs/msg/diagnostic_array.hpp"
 
 namespace dai {
 class Pipeline;
@@ -36,15 +37,27 @@ class Camera : public rclcpp::Node {
     OnSetParametersCallbackHandle::SharedPtr paramCBHandle;
     std::unique_ptr<param_handlers::CameraParamHandler> ph;
     rclcpp::Service<Trigger>::SharedPtr startSrv, stopSrv, savePipelineSrv, saveCalibSrv;
+    rclcpp::Subscription<diagnostic_msgs::msg::DiagnosticArray>::SharedPtr diagSub;
+    /*
+    * Closes all the queues, clears the configured BaseNodes, stops the pipeline and resets the device.
+    */
+    void stop();
+    /*
+    * Runs onConfigure();
+    */
+    void start();
+    void restart();
+    void diagCB(const diagnostic_msgs::msg::DiagnosticArray::SharedPtr msg);
+    
     void startCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res);
     void stopCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res);
     void saveCalibCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res);
     void savePipelineCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res);
-
     std::vector<std::string> usbStrings = {"UNKNOWN", "LOW", "FULL", "HIGH", "SUPER", "SUPER_PLUS"};
     std::shared_ptr<dai::Pipeline> pipeline;
     std::shared_ptr<dai::Device> device;
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
     bool camRunning = false;
+
 };
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
index fa8c71bc..8489ee4e 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
@@ -21,8 +21,8 @@ class BaseNode {
    public:
     BaseNode(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
     virtual ~BaseNode();
-    virtual void updateParams(const std::vector<rclcpp::Parameter>& params) = 0;
-    virtual void link(dai::Node::Input in, int linkType = 0) = 0;
+    virtual void updateParams(const std::vector<rclcpp::Parameter>& params);
+    virtual void link(dai::Node::Input in, int linkType = 0);
     virtual dai::Node::Input getInput(int linkType = 0);
     virtual void setupQueues(std::shared_ptr<dai::Device> device) = 0;
     virtual void setNames() = 0;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sys_logger.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sys_logger.hpp
new file mode 100644
index 00000000..a638aaa7
--- /dev/null
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sys_logger.hpp
@@ -0,0 +1,43 @@
+#include "depthai_ros_driver/dai_nodes/base_node.hpp"
+#include "diagnostic_updater/diagnostic_updater.hpp"
+#include "depthai/pipeline/datatype/SystemInformation.hpp"
+namespace dai {
+class Pipeline;
+class Device;
+class DataOutputQueue;
+class ADatatype;
+namespace node {
+class SystemLogger;
+class XLinkOut;
+class VideoEncoder;
+}  // namespace node
+}  // namespace dai
+namespace rclcpp {
+class Node;
+class TimerBase;
+}  // namespace rclcpp
+
+namespace depthai_ros_driver {
+
+
+namespace dai_nodes {
+    class SysLogger : public BaseNode {
+       public:
+        SysLogger(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
+        ~SysLogger();
+        void setupQueues(std::shared_ptr<dai::Device> device) override;
+        void setNames() override;
+        void setXinXout(std::shared_ptr<dai::Pipeline> pipeline) override;
+        void closeQueues() override;
+
+       private:
+        std::string sysInfoToString(const dai::SystemInformation& sysInfo);
+        void produceDiagnostics(diagnostic_updater::DiagnosticStatusWrapper& stat);
+        std::shared_ptr<diagnostic_updater::Updater> updater;
+        std::shared_ptr<dai::node::XLinkOut> xoutLogger;
+        std::shared_ptr<dai::node::SystemLogger> sysNode;
+        std::shared_ptr<dai::DataOutputQueue> loggerQ;
+        std::string loggerQName;
+    };
+}
+}
\ No newline at end of file
diff --git a/depthai_ros_driver/package.xml b/depthai_ros_driver/package.xml
index a137d208..87dc5bb0 100644
--- a/depthai_ros_driver/package.xml
+++ b/depthai_ros_driver/package.xml
@@ -16,7 +16,6 @@
   <depend>rclcpp_components</depend>
   <depend>sensor_msgs</depend>
   <depend>vision_msgs</depend>
-  <depend>diagnostic_msgs</depend>
   <depend>std_msgs</depend>
   <depend>std_srvs</depend>
   <depend>cv_bridge</depend>
@@ -29,7 +28,8 @@
   <depend>depthai_ros_msgs</depend>
   <depend>depthai_examples</depend>
   <depend>pluginlib</depend>
-  
+  <depend>diagnostic_updater</depend>
+  <depend>diagnostic_msgs</depend>
   <export>
     <build_type>ament_cmake</build_type>
   </export>
diff --git a/depthai_ros_driver/src/camera.cpp b/depthai_ros_driver/src/camera.cpp
index b4900965..5e954c77 100644
--- a/depthai_ros_driver/src/camera.cpp
+++ b/depthai_ros_driver/src/camera.cpp
@@ -6,6 +6,7 @@
 #include "depthai/device/Device.hpp"
 #include "depthai/pipeline/Pipeline.hpp"
 #include "depthai_ros_driver/pipeline/pipeline_generator.hpp"
+#include "diagnostic_msgs/msg/diagnostic_status.hpp"
 
 namespace depthai_ros_driver {
 
@@ -25,15 +26,63 @@ void Camera::onConfigure() {
     stopSrv = this->create_service<Trigger>("~/stop_camera", std::bind(&Camera::stopCB, this, std::placeholders::_1, std::placeholders::_2));
     savePipelineSrv = this->create_service<Trigger>("~/save_pipeline", std::bind(&Camera::savePipelineCB, this, std::placeholders::_1, std::placeholders::_2));
     saveCalibSrv = this->create_service<Trigger>("~/save_calibration", std::bind(&Camera::saveCalibCB, this, std::placeholders::_1, std::placeholders::_2));
+    diagSub = this->create_subscription<diagnostic_msgs::msg::DiagnosticArray>("/diagnostics", 10, std::bind(&Camera::diagCB, this, std::placeholders::_1));
     RCLCPP_INFO(this->get_logger(), "Camera ready!");
 }
 
+void Camera::diagCB(const diagnostic_msgs::msg::DiagnosticArray::SharedPtr msg) {
+    for(const auto& status : msg->status) {
+        if(status.name == get_name() + std::string(": sys_logger")) {
+            if(status.level == diagnostic_msgs::msg::DiagnosticStatus::ERROR) {
+                RCLCPP_ERROR(this->get_logger(), "Camera diagnostics error: %s", status.message.c_str());
+                restart();
+            }
+        }
+    }
+}
+
+void Camera::start() {
+    RCLCPP_INFO(this->get_logger(), "Starting camera.");
+    if(!camRunning) {
+        onConfigure();
+    } else {
+        RCLCPP_INFO(this->get_logger(), "Camera already running!.");
+    }
+}
+
+void Camera::stop() {
+    RCLCPP_INFO(this->get_logger(), "Stopping camera.");
+    if(camRunning) {
+        for(const auto& node : daiNodes) {
+            node->closeQueues();
+        }
+        daiNodes.clear();
+        device.reset();
+        pipeline.reset();
+        camRunning = false;
+    } else {
+        RCLCPP_INFO(this->get_logger(), "Camera already stopped!");
+    }
+}
+
+void Camera::restart() {
+    RCLCPP_ERROR(this->get_logger(), "Restarting camera");
+    stop();
+    start();
+    if(camRunning) {
+        return;
+    } else {
+        RCLCPP_ERROR(this->get_logger(), "Restarting camera failed.");
+    }
+}
+
 void Camera::saveCalib() {
     auto calibHandler = device->readCalibration();
     std::stringstream savePath;
     savePath << "/tmp/" << device->getMxId().c_str() << "_calibration.json";
     RCLCPP_INFO(this->get_logger(), "Saving calibration to: %s", savePath.str().c_str());
     calibHandler.eepromToJsonFile(savePath.str());
+    auto json = calibHandler.eepromToJson();
 }
 
 void Camera::loadCalib(const std::string& path) {
@@ -62,27 +111,11 @@ void Camera::savePipelineCB(const Trigger::Request::SharedPtr /*req*/, Trigger::
 }
 
 void Camera::startCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res) {
-    RCLCPP_INFO(this->get_logger(), "Starting camera.");
-    if(!camRunning) {
-        onConfigure();
-    } else {
-        RCLCPP_INFO(this->get_logger(), "Camera already running!.");
-    }
+    start();
     res->success = true;
 }
 void Camera::stopCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res) {
-    RCLCPP_INFO(this->get_logger(), "Stopping camera.");
-    if(camRunning) {
-        for(const auto& node : daiNodes) {
-            node->closeQueues();
-        }
-        daiNodes.clear();
-        device.reset();
-        pipeline.reset();
-        camRunning = false;
-    } else {
-        RCLCPP_INFO(this->get_logger(), "Camera already stopped!");
-    }
+    stop();
     res->success = true;
 }
 void Camera::getDeviceType() {
diff --git a/depthai_ros_driver/src/dai_nodes/base_node.cpp b/depthai_ros_driver/src/dai_nodes/base_node.cpp
index 44948b38..b66aa41e 100644
--- a/depthai_ros_driver/src/dai_nodes/base_node.cpp
+++ b/depthai_ros_driver/src/dai_nodes/base_node.cpp
@@ -29,5 +29,29 @@ std::string BaseNode::getTFPrefix(const std::string& frameName) {
 dai::Node::Input BaseNode::getInput(int /*linkType = 0*/) {
     throw(std::runtime_error("getInput() not implemented"));
 };
+
+void BaseNode::closeQueues() {
+    throw(std::runtime_error("closeQueues() not implemented"));
+};
+
+void BaseNode::setNames() {
+    throw(std::runtime_error("setNames() not implemented"));
+};
+
+void BaseNode::setXinXout(std::shared_ptr<dai::Pipeline> /*pipeline*/) {
+    throw(std::runtime_error("setXinXout() not implemented"));
+};
+
+void BaseNode::setupQueues(std::shared_ptr<dai::Device> /*device*/) {
+    throw(std::runtime_error("setupQueues() not implemented"));
+};
+
+void BaseNode::link(dai::Node::Input /*in*/, int /*linkType = 0*/) {
+    throw(std::runtime_error("link() not implemented"));
+};
+
+void BaseNode::updateParams(const std::vector<rclcpp::Parameter>& /*params*/) {
+    return;
+};
 }  // namespace dai_nodes
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/src/dai_nodes/sys_logger.cpp b/depthai_ros_driver/src/dai_nodes/sys_logger.cpp
new file mode 100644
index 00000000..c7231614
--- /dev/null
+++ b/depthai_ros_driver/src/dai_nodes/sys_logger.cpp
@@ -0,0 +1,81 @@
+#include "depthai_ros_driver/dai_nodes/sys_logger.hpp"
+
+#include "depthai/device/DataQueue.hpp"
+#include "depthai/device/Device.hpp"
+#include "depthai/pipeline/Pipeline.hpp"
+#include "depthai/pipeline/datatype/SystemInformation.hpp"
+#include "depthai/pipeline/node/SystemLogger.hpp"
+#include "depthai/pipeline/node/XLinkOut.hpp"
+#include "rclcpp/node.hpp"
+
+namespace depthai_ros_driver {
+namespace dai_nodes {
+SysLogger::SysLogger(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline) : BaseNode(daiNodeName, node, pipeline) {
+    RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
+    setNames();
+    sysNode = pipeline->create<dai::node::SystemLogger>();
+    setXinXout(pipeline);
+    RCLCPP_DEBUG(node->get_logger(), "Node %s created", daiNodeName.c_str());
+}
+SysLogger::~SysLogger() = default;
+
+void SysLogger::setNames() {
+    loggerQName = getName() + "_queue";
+}
+
+void SysLogger::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
+    xoutLogger = pipeline->create<dai::node::XLinkOut>();
+    xoutLogger->setStreamName(loggerQName);
+    sysNode->out.link(xoutLogger->input);
+}
+
+void SysLogger::setupQueues(std::shared_ptr<dai::Device> device) {
+    loggerQ = device->getOutputQueue(loggerQName, 8, false);
+    updater = std::make_shared<diagnostic_updater::Updater>(getROSNode());
+    updater->setHardwareID(getROSNode()->get_name() + std::string("_") + device->getMxId() + std::string("_") + device->getDeviceName());
+    updater->add("sys_logger", std::bind(&SysLogger::produceDiagnostics, this, std::placeholders::_1));
+}
+
+void SysLogger::closeQueues() {
+    loggerQ->close();
+}
+
+std::string SysLogger::sysInfoToString(const dai::SystemInformation& sysInfo) {
+    std::stringstream ss;
+    ss << "System Information: " << std::endl;
+    ss << "  Leon CSS CPU Usage: " << sysInfo.leonCssCpuUsage.average * 100 << std::endl;
+    ss << "  Leon MSS CPU Usage: " << sysInfo.leonMssCpuUsage.average * 100 << std::endl;
+    ss << " Ddr Memory Usage: " << sysInfo.ddrMemoryUsage.used / (1024.0f * 1024.0f) << std::endl;
+    ss << " Ddr Memory Total: " << sysInfo.ddrMemoryUsage.total / (1024.0f * 1024.0f) << std::endl;
+    ss << " Cmx Memory Usage: " << sysInfo.cmxMemoryUsage.used / (1024.0f * 1024.0f) << std::endl;
+    ss << " Cmx Memory Total: " << sysInfo.cmxMemoryUsage.total << std::endl;
+    ss << " Leon CSS Memory Usage: " << sysInfo.leonCssMemoryUsage.used / (1024.0f * 1024.0f) << std::endl;
+    ss << " Leon CSS Memory Total: " << sysInfo.leonCssMemoryUsage.total / (1024.0f * 1024.0f) << std::endl;
+    ss << " Leon MSS Memory Usage: " << sysInfo.leonMssMemoryUsage.used / (1024.0f * 1024.0f) << std::endl;
+    ss << " Leon MSS Memory Total: " << sysInfo.leonMssMemoryUsage.total / (1024.0f * 1024.0f) << std::endl;
+    ss << " Average Chip Temperature: " << sysInfo.chipTemperature.average << std::endl;
+    ss << " Leon CSS Chip Temperature: " << sysInfo.chipTemperature.css << std::endl;
+    ss << " Leon MSS Chip Temperature: " << sysInfo.chipTemperature.mss << std::endl;
+    ss << " UPA Chip Temperature: " << sysInfo.chipTemperature.upa << std::endl;
+    ss << " DSS Chip Temperature: " << sysInfo.chipTemperature.dss << std::endl;
+
+    return ss.str();
+}
+
+void SysLogger::produceDiagnostics(diagnostic_updater::DiagnosticStatusWrapper& stat) {
+    try {
+        auto logData = loggerQ->tryGet<dai::SystemInformation>();
+        if(logData) {
+            stat.summary(diagnostic_msgs::msg::DiagnosticStatus::OK, "System Information");
+            stat.add("System Information", sysInfoToString(*logData));
+        } else {
+            stat.summary(diagnostic_msgs::msg::DiagnosticStatus::ERROR, "No Data");
+        }
+    } catch(const std::exception& e) {
+        RCLCPP_ERROR(getROSNode()->get_logger(), "No data on logger queue!");
+        stat.summary(diagnostic_msgs::msg::DiagnosticStatus::ERROR, e.what());
+    }
+}
+
+}  // namespace dai_nodes
+}  // namespace depthai_ros_driver
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index d8055b72..1dc0f2d7 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -99,6 +99,9 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
         stereo->initialConfig.setSubpixelFractionalBits(declareAndLogParam<int>("i_subpixel_fractional_bits", 3));
     }
     stereo->setRectifyEdgeFillColor(declareAndLogParam<int>("i_rectify_edge_fill_color", 0));
+    if(declareAndLogParam<bool>("i_enable_alpha_scaling", false)){
+        stereo->setAlphaScaling(declareAndLogParam<float>("i_alpha_scaling", 0.0));
+    }
     auto config = stereo->initialConfig.get();
     config.costMatching.disparityWidth = utils::getValFromMap(declareAndLogParam<std::string>("i_disparity_width", "DISPARITY_96"), disparityWidthMap);
     stereo->setExtendedDisparity(declareAndLogParam<bool>("i_extended_disp", false));
@@ -114,6 +117,9 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     if(config.postProcessing.speckleFilter.enable) {
         config.postProcessing.speckleFilter.speckleRange = declareAndLogParam<int>("i_speckle_filter_speckle_range", 50);
     }
+    if(declareAndLogParam<bool>("i_enable_disparity_shift", false)){
+        config.algorithmControl.disparityShift = declareAndLogParam<int>("i_disparity_shift", 0);
+    }
     config.postProcessing.spatialFilter.enable = declareAndLogParam<bool>("i_enable_spatial_filter", false);
     if(config.postProcessing.spatialFilter.enable) {
         config.postProcessing.spatialFilter.holeFillingRadius = declareAndLogParam<int>("i_spatial_filter_hole_filling_radius", 2);
diff --git a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
index d9a6be32..e9948a14 100644
--- a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
+++ b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
@@ -3,6 +3,7 @@
 #include "depthai/device/Device.hpp"
 #include "depthai/pipeline/Pipeline.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/imu.hpp"
+#include "depthai_ros_driver/dai_nodes/sys_logger.hpp"
 #include "depthai_ros_driver/pipeline/base_pipeline.hpp"
 #include "depthai_ros_driver/utils.hpp"
 #include "pluginlib/class_loader.hpp"
@@ -45,7 +46,8 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> PipelineGenerator::createPipel
             daiNodes.push_back(std::move(imu));
         }
     }
-
+    auto sysLogger = std::make_unique<dai_nodes::SysLogger>("sys_logger", node, pipeline);
+    daiNodes.push_back(std::move(sysLogger));
     RCLCPP_INFO(node->get_logger(), "Finished setting up pipeline.");
     return daiNodes;
 }

From a29af5443a4513f96ca4cf24969e19638f640801 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Thu, 31 Aug 2023 11:34:38 +0200
Subject: [PATCH 18/38] Depth alignment update humble (#380)

---
 README.md                                     |  2 ++
 .../dai_nodes/base_node.hpp                   |  4 ++-
 .../param_handlers/stereo_param_handler.hpp   |  6 ++++-
 .../include/depthai_ros_driver/utils.hpp      |  7 +++++
 .../launch/pointcloud.launch.py               |  1 -
 depthai_ros_driver/src/dai_nodes/stereo.cpp   |  7 ++---
 .../param_handlers/stereo_param_handler.cpp   | 27 +++++++------------
 depthai_ros_driver/src/utils.cpp              | 17 ++++++++++++
 8 files changed, 48 insertions(+), 23 deletions(-)

diff --git a/README.md b/README.md
index 77ae51d7..12250ebf 100644
--- a/README.md
+++ b/README.md
@@ -149,6 +149,8 @@ Additionally you can set `i.output_isp: false` to use `video` output and set cus
 ![](docs/param_rgb.gif)
 #### Setting Stereo parameters
 ![](docs/param_stereo.gif)
+##### Depth alignment
+When setting `stereo.i_align_depth: true`, stereo output is aligned to board socket specified by `stereo.i_board_socket_id` parameter (by default 0/CAM_A)
 
 #### Feature Tracker
 
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
index 8489ee4e..597ad4e7 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
@@ -4,10 +4,12 @@
 #include <string>
 
 #include "depthai/pipeline/Node.hpp"
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 
 namespace dai {
 class Pipeline;
 class Device;
+class CameraFeatures;
 }  // namespace dai
 
 namespace rclcpp {
@@ -34,7 +36,7 @@ class BaseNode {
     rclcpp::Node* getROSNode();
     std::string getName();
     std::string getTFPrefix(const std::string& frameName = "");
-
+    std::string getFrameNameFromSocket(dai::CameraBoardSocket socket, std::vector<dai::CameraFeatures> camFeatures);
    private:
     rclcpp::Node* baseNode;
     std::string baseDAINodeName;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
index 6b0e9857..01307ce0 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
@@ -9,6 +9,10 @@
 #include "depthai/pipeline/node/StereoDepth.hpp"
 #include "depthai_ros_driver/param_handlers/base_param_handler.hpp"
 
+namespace dai{
+    class CameraFeatures;
+}
+
 namespace rclcpp {
 class Node;
 class Parameter;
@@ -20,7 +24,7 @@ class StereoParamHandler : public BaseParamHandler {
    public:
     explicit StereoParamHandler(rclcpp::Node* node, const std::string& name);
     ~StereoParamHandler();
-    void declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::string& rightName);
+    void declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::vector<dai::CameraFeatures>& camFeatures);
     dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
 
    private:
diff --git a/depthai_ros_driver/include/depthai_ros_driver/utils.hpp b/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
index b370dd3b..5e1fb8b1 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
@@ -4,8 +4,14 @@
 #include <sstream>
 #include <stdexcept>
 #include <string>
+#include <vector>
 #include <unordered_map>
 
+namespace dai {
+enum class CameraBoardSocket;
+struct CameraFeatures;
+}
+
 namespace depthai_ros_driver {
 namespace utils {
 template <typename T>
@@ -23,5 +29,6 @@ T getValFromMap(const std::string& name, const std::unordered_map<std::string, T
     }
 }
 std::string getUpperCaseStr(const std::string& string);
+std::string getSocketName(dai::CameraBoardSocket socket, std::vector<dai::CameraFeatures> camFeatures);
 }  // namespace utils
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/launch/pointcloud.launch.py b/depthai_ros_driver/launch/pointcloud.launch.py
index 9e6ff078..b1e14448 100644
--- a/depthai_ros_driver/launch/pointcloud.launch.py
+++ b/depthai_ros_driver/launch/pointcloud.launch.py
@@ -39,7 +39,6 @@ def launch_setup(context, *args, **kwargs):
                     package='depth_image_proc',
                     plugin='depth_image_proc::PointCloudXyziNode',
                     name='point_cloud_xyzi',
-
                     remappings=[('depth/image_rect', name+'/stereo/image_raw'),
                                 ('intensity/image_rect', name+'/right/image_rect'),
                                 ('intensity/camera_info', name+'/stereo/camera_info'),
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index e260148d..a802bbd6 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -28,7 +28,8 @@ Stereo::Stereo(const std::string& daiNodeName,
     : BaseNode(daiNodeName, node, pipeline) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
     setNames();
-    for(auto f : device->getConnectedCameraFeatures()) {
+    auto features = device->getConnectedCameraFeatures();
+    for(auto f : features) {
         if(f.socket == leftSocket) {
             leftSensInfo = f;
         } else if(f.socket == rightSocket) {
@@ -41,7 +42,7 @@ Stereo::Stereo(const std::string& daiNodeName,
     left = std::make_unique<SensorWrapper>(leftSensInfo.name, node, pipeline, device, leftSensInfo.socket, false);
     right = std::make_unique<SensorWrapper>(rightSensInfo.name, node, pipeline, device, rightSensInfo.socket, false);
     ph = std::make_unique<param_handlers::StereoParamHandler>(node, daiNodeName);
-    ph->declareParams(stereoCamNode, rightSensInfo.name);
+    ph->declareParams(stereoCamNode, features);
     setXinXout(pipeline);
     left->link(stereoCamNode->left);
     right->link(stereoCamNode->right);
@@ -201,7 +202,7 @@ void Stereo::setupRightRectQueue(std::shared_ptr<dai::Device> device) {
 void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     std::string tfPrefix;
     if(ph->getParam<bool>("i_align_depth")) {
-        tfPrefix = getTFPrefix("rgb");
+        tfPrefix = getTFPrefix(ph->getParam<std::string>("i_socket_name"));
     } else {
         tfPrefix = getTFPrefix(rightSensInfo.name);
     }
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index 1dc0f2d7..fff0d5e8 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -2,6 +2,7 @@
 
 #include "depthai/pipeline/datatype/StereoDepthConfig.hpp"
 #include "depthai/pipeline/node/StereoDepth.hpp"
+#include "depthai-shared/common/CameraFeatures.hpp"
 #include "depthai_ros_driver/utils.hpp"
 #include "rclcpp/logger.hpp"
 #include "rclcpp/node.hpp"
@@ -37,7 +38,7 @@ StereoParamHandler::StereoParamHandler(rclcpp::Node* node, const std::string& na
 }
 
 StereoParamHandler::~StereoParamHandler() = default;
-void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::string& rightName) {
+void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::vector<dai::CameraFeatures>& camFeatures) {
     declareAndLogParam<int>("i_max_q_size", 30);
     declareAndLogParam<bool>("i_low_bandwidth", false);
     declareAndLogParam<int>("i_low_bandwidth_quality", 50);
@@ -59,27 +60,19 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     stereo->setLeftRightCheck(declareAndLogParam<bool>("i_lr_check", true));
     int width = 1280;
     int height = 720;
-    dai::CameraBoardSocket socket = dai::CameraBoardSocket::CAM_C;
+    auto socket = static_cast<dai::CameraBoardSocket>(declareAndLogParam<int>("i_board_socket_id", static_cast<int>(dai::CameraBoardSocket::CAM_A)));
+    std::string socketName;
     if(declareAndLogParam<bool>("i_align_depth", true)) {
+        socketName = utils::getSocketName(socket, camFeatures);
         try {
-            width = getROSNode()->get_parameter("rgb.i_width").as_int();
-            height = getROSNode()->get_parameter("rgb.i_height").as_int();
-            socket = static_cast<dai::CameraBoardSocket>(getROSNode()->get_parameter("rgb.i_board_socket_id").as_int());
+            width = getROSNode()->get_parameter(socketName + ".i_width").as_int();
+            height = getROSNode()->get_parameter(socketName + ".i_height").as_int();
         } catch(rclcpp::exceptions::ParameterNotDeclaredException& e) {
-            RCLCPP_ERROR(getROSNode()->get_logger(), "RGB parameters not set, defaulting to 1280x720 unless specified otherwise.");
-        }
-
-    } else {
-        try {
-            width = getROSNode()->get_parameter(rightName + ".i_width").as_int();
-            height = getROSNode()->get_parameter(rightName + ".i_height").as_int();
-            socket = static_cast<dai::CameraBoardSocket>(getROSNode()->get_parameter(rightName + ".i_board_socket_id").as_int());
-        } catch(rclcpp::exceptions::ParameterNotDeclaredException& e) {
-            RCLCPP_ERROR(getROSNode()->get_logger(), "Right parameters not set, defaulting to 1280x720 unless specified otherwise.");
+            RCLCPP_ERROR(getROSNode()->get_logger(), "%s parameters not set, defaulting to 1280x720 unless specified otherwise.", socketName.c_str());
         }
+        declareAndLogParam<std::string>("i_socket_name", socketName);
+        stereo->setDepthAlign(socket);
     }
-    declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket));
-    stereo->setDepthAlign(socket);
 
     if(declareAndLogParam<bool>("i_set_input_size", false)) {
         stereo->setInputResolution(declareAndLogParam<int>("i_input_width", 1280), declareAndLogParam<int>("i_input_height", 720));
diff --git a/depthai_ros_driver/src/utils.cpp b/depthai_ros_driver/src/utils.cpp
index a82b02e9..ef22a4b0 100644
--- a/depthai_ros_driver/src/utils.cpp
+++ b/depthai_ros_driver/src/utils.cpp
@@ -1,4 +1,6 @@
 #include "depthai_ros_driver/utils.hpp"
+#include "depthai-shared/common/CameraBoardSocket.hpp"
+#include "depthai-shared/common/CameraFeatures.hpp"
 namespace depthai_ros_driver {
 namespace utils {
 std::string getUpperCaseStr(const std::string& string) {
@@ -6,5 +8,20 @@ std::string getUpperCaseStr(const std::string& string) {
     for(auto& c : upper) c = toupper(c);
     return upper;
 }
+std::string getSocketName(dai::CameraBoardSocket socket, std::vector<dai::CameraFeatures> camFeatures) {
+    std::string name;
+    for(auto& cam : camFeatures) {
+        if(cam.socket == socket) {
+            if(cam.name == "color"){
+                name = "rgb";
+            }
+            else{
+                name = cam.name;
+            }
+            return name;
+        }
+    }
+    throw std::runtime_error("Camera socket not found");
+}
 }  // namespace utils
 }  // namespace depthai_ros_driver
\ No newline at end of file

From 9af7cbb061b2ee2292f561b83bc935a35189b23c Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Thu, 31 Aug 2023 13:47:11 +0200
Subject: [PATCH 19/38] Synced_stereo_humble (#379)

---
 README.md                                     |   2 +
 .../dai_nodes/base_node.hpp                   |   6 +-
 .../dai_nodes/nn/detection.hpp                |   2 +-
 .../dai_nodes/nn/spatial_detection.hpp        |   5 +-
 .../dai_nodes/sensors/sensor_helpers.hpp      |   6 +-
 .../depthai_ros_driver/dai_nodes/stereo.hpp   |  18 ++
 .../src/dai_nodes/base_node.cpp               |   6 +
 .../src/dai_nodes/nn/segmentation.cpp         |   2 +-
 .../src/dai_nodes/sensors/mono.cpp            |   4 +-
 .../src/dai_nodes/sensors/rgb.cpp             |   9 +-
 .../src/dai_nodes/sensors/sensor_helpers.cpp  |  16 +-
 depthai_ros_driver/src/dai_nodes/stereo.cpp   | 202 ++++++++++--------
 .../param_handlers/stereo_param_handler.cpp   |  16 +-
 13 files changed, 176 insertions(+), 118 deletions(-)

diff --git a/README.md b/README.md
index 12250ebf..964af864 100644
--- a/README.md
+++ b/README.md
@@ -152,6 +152,8 @@ Additionally you can set `i.output_isp: false` to use `video` output and set cus
 ##### Depth alignment
 When setting `stereo.i_align_depth: true`, stereo output is aligned to board socket specified by `stereo.i_board_socket_id` parameter (by default 0/CAM_A)
 
+You can enable rectified Stereo streams by setting, for example in the case of right stream `i_publish_right_rect: true`. You can also set `i_publish_synced_rect_pair: true` to get both images with the same timestamps.
+
 #### Feature Tracker
 
 Each sensor node (and rectified streams from Stereo node) has the option to add FeatureTracker node, which publishes `depthai_ros_msgs/msg/TrackedFeatures` messages.
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
index 597ad4e7..8092ae49 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
@@ -4,12 +4,10 @@
 #include <string>
 
 #include "depthai/pipeline/Node.hpp"
-#include "depthai-shared/common/CameraBoardSocket.hpp"
 
 namespace dai {
 class Pipeline;
 class Device;
-class CameraFeatures;
 }  // namespace dai
 
 namespace rclcpp {
@@ -36,10 +34,12 @@ class BaseNode {
     rclcpp::Node* getROSNode();
     std::string getName();
     std::string getTFPrefix(const std::string& frameName = "");
-    std::string getFrameNameFromSocket(dai::CameraBoardSocket socket, std::vector<dai::CameraFeatures> camFeatures);
+    bool ipcEnabled();
+
    private:
     rclcpp::Node* baseNode;
     std::string baseDAINodeName;
+    bool intraProcessEnabled;
 };
 }  // namespace dai_nodes
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index a253eed1..460ea46f 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -75,7 +75,7 @@ class Detection : public BaseNode {
 
             ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
             ptQ->addCallback(
-                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager, getROSNode()));
+                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
         }
     };
     void link(dai::Node::Input in, int /*linkType*/) override {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
index 897413e1..fe01d771 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
@@ -77,7 +77,7 @@ class SpatialDetection : public BaseNode {
 
             ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
             ptQ->addCallback(
-                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *ptImageConverter, ptPub, ptInfoMan, getROSNode()));
+                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *ptImageConverter, ptPub, ptInfoMan));
         }
 
         if(ph->getParam<bool>("i_enable_passthrough_depth")) {
@@ -103,8 +103,7 @@ class SpatialDetection : public BaseNode {
                                             std::placeholders::_2,
                                             *ptDepthImageConverter,
                                             ptDepthPub,
-                                            ptDepthInfoMan,
-                                            getROSNode()));
+                                            ptDepthInfoMan));
         }
     };
     void link(dai::Node::Input in, int /*linkType = 0*/) override {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
index 9d654e08..ce8d4a11 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
@@ -48,15 +48,13 @@ void basicCameraPub(const std::string& /*name*/,
                     const std::shared_ptr<dai::ADatatype>& data,
                     dai::ros::ImageConverter& converter,
                     image_transport::CameraPublisher& pub,
-                    std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-                    rclcpp::Node* node);
+                    std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager);
 
 void cameraPub(const std::string& /*name*/,
                const std::shared_ptr<dai::ADatatype>& data,
                dai::ros::ImageConverter& converter,
                image_transport::CameraPublisher& pub,
                std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-               rclcpp::Node* node,
                bool fromBitStream = false,
                bool dispToDepth = false,
                dai::RawImgFrame::Type type = dai::RawImgFrame::Type::BGR888i);
@@ -67,7 +65,6 @@ void splitPub(const std::string& /*name*/,
               rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr imgPub,
               rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
               std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-              rclcpp::Node* node,
               bool fromBitStream = false,
               bool dispToDepth = false,
               dai::RawImgFrame::Type type = dai::RawImgFrame::Type::BGR888i);
@@ -81,6 +78,7 @@ sensor_msgs::msg::CameraInfo getCalibInfo(const rclcpp::Logger& logger,
 std::shared_ptr<dai::node::VideoEncoder> createEncoder(std::shared_ptr<dai::Pipeline> pipeline,
                                                        int quality,
                                                        dai::VideoEncoderProperties::Profile profile = dai::VideoEncoderProperties::Profile::MJPEG);
+bool detectSubscription(const rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr& pub, const rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr& infoPub);
 }  // namespace sensor_helpers
 }  // namespace dai_nodes
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
index 4ac6f993..bcc09024 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
@@ -17,6 +17,7 @@ class Pipeline;
 class Device;
 class DataOutputQueue;
 class ADatatype;
+class ImgFrame;
 namespace node {
 class StereoDepth;
 class XLinkOut;
@@ -67,6 +68,22 @@ class Stereo : public BaseNode {
     void setupStereoQueue(std::shared_ptr<dai::Device> device);
     void setupLeftRectQueue(std::shared_ptr<dai::Device> device);
     void setupRightRectQueue(std::shared_ptr<dai::Device> device);
+    void setupRectQueue(std::shared_ptr<dai::Device> device,
+                        dai::CameraFeatures& sensorInfo,
+                        const std::string& queueName,
+                        std::unique_ptr<dai::ros::ImageConverter>& conv,
+                        std::shared_ptr<camera_info_manager::CameraInfoManager>& im,
+                        std::shared_ptr<dai::DataOutputQueue>& q,
+                        rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr pub,
+                        rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
+                        image_transport::CameraPublisher& pubIT,
+                        bool isLeft);
+    /*
+     * This callback is used to synchronize left and right rectified frames
+     * It is called every 10ms and it publishes the frames if they are synchronized
+     * If they are not synchronized, it prints a warning message
+     */
+    void syncTimerCB();
     std::unique_ptr<dai::ros::ImageConverter> stereoConv, leftRectConv, rightRectConv;
     image_transport::CameraPublisher stereoPubIT, leftRectPubIT, rightRectPubIT;
     rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr stereoPub, leftRectPub, rightRectPub;
@@ -82,6 +99,7 @@ class Stereo : public BaseNode {
     std::shared_ptr<dai::node::XLinkOut> xoutStereo, xoutLeftRect, xoutRightRect;
     std::string stereoQName, leftRectQName, rightRectQName;
     dai::CameraFeatures leftSensInfo, rightSensInfo;
+    rclcpp::TimerBase::SharedPtr syncTimer;
 };
 
 }  // namespace dai_nodes
diff --git a/depthai_ros_driver/src/dai_nodes/base_node.cpp b/depthai_ros_driver/src/dai_nodes/base_node.cpp
index b66aa41e..8397e099 100644
--- a/depthai_ros_driver/src/dai_nodes/base_node.cpp
+++ b/depthai_ros_driver/src/dai_nodes/base_node.cpp
@@ -9,6 +9,7 @@ namespace dai_nodes {
 BaseNode::BaseNode(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> /*pipeline*/) {
     setNodeName(daiNodeName);
     setROSNodePointer(node);
+    intraProcessEnabled = node->get_node_options().use_intra_process_comms();
 };
 BaseNode::~BaseNode() = default;
 void BaseNode::setNodeName(const std::string& daiNodeName) {
@@ -23,6 +24,11 @@ rclcpp::Node* BaseNode::getROSNode() {
 std::string BaseNode::getName() {
     return baseDAINodeName;
 };
+
+bool BaseNode::ipcEnabled() {
+    return intraProcessEnabled;
+}
+
 std::string BaseNode::getTFPrefix(const std::string& frameName) {
     return std::string(getROSNode()->get_name()) + "_" + frameName;
 }
diff --git a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
index 26e44548..0bb66f11 100644
--- a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
+++ b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
@@ -72,7 +72,7 @@ void Segmentation::setupQueues(std::shared_ptr<dai::Device> device) {
 
         ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
         ptQ->addCallback(
-            std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager, getROSNode()));
+            std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
     }
 }
 
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
index 1445007b..fc4a32fb 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
@@ -73,7 +73,7 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
             infoManager->loadCameraInfo(ph->getParam<std::string>("i_calibration_file"));
         }
         monoQ = device->getOutputQueue(monoQName, ph->getParam<int>("i_max_q_size"), false);
-        if(getROSNode()->get_node_options().use_intra_process_comms()) {
+        if(ipcEnabled()) {
             RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
             monoPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/image_raw", 10);
             infoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
@@ -84,7 +84,6 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
                                          monoPub,
                                          infoPub,
                                          infoManager,
-                                         getROSNode(),
                                          ph->getParam<bool>("i_low_bandwidth"),
                                          false,
                                          dai::RawImgFrame::Type::GRAY8));
@@ -97,7 +96,6 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
                                          *imageConverter,
                                          monoPubIT,
                                          infoManager,
-                                         getROSNode(),
                                          ph->getParam<bool>("i_low_bandwidth"),
                                          false,
                                          dai::RawImgFrame::Type::GRAY8));
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index 9be919d2..8563818f 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -85,7 +85,7 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
             infoManager->loadCameraInfo(ph->getParam<std::string>("i_calibration_file"));
         }
         colorQ = device->getOutputQueue(ispQName, ph->getParam<int>("i_max_q_size"), false);
-        if(getROSNode()->get_node_options().use_intra_process_comms()) {
+        if(ipcEnabled()) {
             RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
             rgbPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/image_raw", 10);
             rgbInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
@@ -96,7 +96,6 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
                                           rgbPub,
                                           rgbInfoPub,
                                           infoManager,
-                                          getROSNode(),
                                           ph->getParam<bool>("i_low_bandwidth"),
                                           false,
                                           dai::RawImgFrame::Type::BGR888i));
@@ -109,7 +108,6 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
                                           *imageConverter,
                                           rgbPubIT,
                                           infoManager,
-                                          getROSNode(),
                                           ph->getParam<bool>("i_low_bandwidth"),
                                           false,
                                           dai::RawImgFrame::Type::BGR888i));
@@ -133,11 +131,11 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
         } else {
             previewInfoManager->loadCameraInfo(ph->getParam<std::string>("i_calibration_file"));
         }
-        if(getROSNode()->get_node_options().use_intra_process_comms()) {
+        if(ipcEnabled()) {
             RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
             previewPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/preview/image_raw");
             previewQ->addCallback(std::bind(
-                sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, previewPubIT, previewInfoManager, getROSNode()));
+                sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, previewPubIT, previewInfoManager));
         } else {
             previewPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/preview/image_raw", 10);
             previewInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/preview/camera_info", 10);
@@ -148,7 +146,6 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
                                             previewPub,
                                             previewInfoPub,
                                             previewInfoManager,
-                                            getROSNode(),
                                             false,
                                             false,
                                             dai::RawImgFrame::Type::BGR888i));
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index 94ab1966..9aed6f2c 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -96,9 +96,8 @@ void basicCameraPub(const std::string& /*name*/,
                     const std::shared_ptr<dai::ADatatype>& data,
                     dai::ros::ImageConverter& converter,
                     image_transport::CameraPublisher& pub,
-                    std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-                    rclcpp::Node* node) {
-    if(rclcpp::ok() && node->count_subscribers(pub.getTopic()) > 0) {
+                    std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager) {
+    if(rclcpp::ok() && (pub.getNumSubscribers() > 0)) {
         auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
         auto info = infoManager->getCameraInfo();
         auto rawMsg = converter.toRosMsgRawPtr(img);
@@ -112,11 +111,10 @@ void cameraPub(const std::string& /*name*/,
                dai::ros::ImageConverter& converter,
                image_transport::CameraPublisher& pub,
                std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-               rclcpp::Node* node,
                bool fromBitStream,
                bool dispToDepth,
                dai::RawImgFrame::Type type) {
-    if(rclcpp::ok() && node->count_subscribers(pub.getTopic()) > 0) {
+    if(rclcpp::ok() && (pub.getNumSubscribers() > 0)) {
         auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
         auto info = infoManager->getCameraInfo();
         auto rawMsg = converter.toRosMsgRawPtr(img, fromBitStream, dispToDepth, type, info);
@@ -131,11 +129,10 @@ void splitPub(const std::string& /*name*/,
               rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr imgPub,
               rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
               std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-              rclcpp::Node* node,
               bool fromBitStream,
               bool dispToDepth,
               dai::RawImgFrame::Type type) {
-    if(rclcpp::ok() && node->count_subscribers(imgPub->get_topic_name()) > 0 && node->count_subscribers(infoPub->get_topic_name()) > 0) {
+    if(rclcpp::ok() && detectSubscription(imgPub, infoPub)) {
         auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
         auto info = infoManager->getCameraInfo();
         auto rawMsg = converter.toRosMsgRawPtr(img, fromBitStream, dispToDepth, type, info);
@@ -169,6 +166,11 @@ std::shared_ptr<dai::node::VideoEncoder> createEncoder(std::shared_ptr<dai::Pipe
     return enc;
 }
 
+bool detectSubscription(const rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr& pub,
+                        const rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr& infoPub) {
+    return (pub->get_subscription_count() > 0 || pub->get_intra_process_subscription_count() > 0 || infoPub->get_subscription_count() > 0
+            || infoPub->get_intra_process_subscription_count() > 0);
+}
 }  // namespace sensor_helpers
 }  // namespace dai_nodes
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index a802bbd6..e3be7025 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -71,7 +71,7 @@ void Stereo::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
             }
         }
     }
-    if(ph->getParam<bool>("i_publish_left_rect")) {
+    if(ph->getParam<bool>("i_publish_left_rect") || ph->getParam<bool>("i_publish_synced_rect_pair")) {
         xoutLeftRect = pipeline->create<dai::node::XLinkOut>();
         xoutLeftRect->setStreamName(leftRectQName);
         if(ph->getParam<bool>("i_left_rect_low_bandwidth")) {
@@ -83,7 +83,7 @@ void Stereo::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
         }
     }
 
-    if(ph->getParam<bool>("i_publish_right_rect")) {
+    if(ph->getParam<bool>("i_publish_right_rect") || ph->getParam<bool>("i_publish_synced_rect_pair")) {
         xoutRightRect = pipeline->create<dai::node::XLinkOut>();
         xoutRightRect->setStreamName(rightRectQName);
         if(ph->getParam<bool>("i_right_rect_low_bandwidth")) {
@@ -107,96 +107,76 @@ void Stereo::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
     }
 }
 
-void Stereo::setupLeftRectQueue(std::shared_ptr<dai::Device> device) {
-    auto tfPrefix = getTFPrefix(leftSensInfo.name);
-    leftRectConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
-    leftRectConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
-    leftRectIM = std::make_shared<camera_info_manager::CameraInfoManager>(
-        getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + leftSensInfo.name).get(), "/rect");
+void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
+                            dai::CameraFeatures& sensorInfo,
+                            const std::string& queueName,
+                            std::unique_ptr<dai::ros::ImageConverter>& conv,
+                            std::shared_ptr<camera_info_manager::CameraInfoManager>& im,
+                            std::shared_ptr<dai::DataOutputQueue>& q,
+                            rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr pub,
+                            rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
+                            image_transport::CameraPublisher& pubIT,
+                            bool isLeft) {
+    auto tfPrefix = getTFPrefix(sensorInfo.name);
+    conv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
+    conv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
+
+    im = std::make_shared<camera_info_manager::CameraInfoManager>(
+        getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + sensorInfo.name).get(), "/rect");
+
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
-                                             *leftRectConv,
+                                             *conv,
                                              device,
-                                             leftSensInfo.socket,
-                                             ph->getOtherNodeParam<int>(leftSensInfo.name, "i_width"),
-                                             ph->getOtherNodeParam<int>(leftSensInfo.name, "i_height"));
+                                             sensorInfo.socket,
+                                             ph->getOtherNodeParam<int>(sensorInfo.name, "i_width"),
+                                             ph->getOtherNodeParam<int>(sensorInfo.name, "i_height"));
     for(auto& d : info.d) {
         d = 0.0;
     }
-    leftRectIM->setCameraInfo(info);
-    leftRectQ = device->getOutputQueue(leftRectQName, ph->getOtherNodeParam<int>(leftSensInfo.name, "i_max_q_size"), false);
-    if(getROSNode()->get_node_options().use_intra_process_comms()) {
-        leftRectPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + leftSensInfo.name + "/image_rect", 10);
-        leftRectInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
-        leftRectQ->addCallback(std::bind(sensor_helpers::splitPub,
-                                         std::placeholders::_1,
-                                         std::placeholders::_2,
-                                         *leftRectConv,
-                                         leftRectPub,
-                                         leftRectInfoPub,
-                                         leftRectIM,
-                                         getROSNode(),
-                                         ph->getParam<bool>("i_left_rect_low_bandwidth"),
-                                         false,
-                                         dai::RawImgFrame::Type::GRAY8));
+
+    im->setCameraInfo(info);
+
+    q = device->getOutputQueue(queueName, ph->getOtherNodeParam<int>(sensorInfo.name, "i_max_q_size"), false);
+    // if publish synced is set to true then we skip individual publishing of left and right rectified frames
+    bool addCallback = !ph->getParam<bool>("i_publish_synced_rect_pair");
+
+    if(ipcEnabled()) {
+        pub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + sensorInfo.name + "/image_rect", 10);
+        infoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
+        if(addCallback) {
+            q->addCallback(std::bind(sensor_helpers::splitPub,
+                                     std::placeholders::_1,
+                                     std::placeholders::_2,
+                                     *conv,
+                                     pub,
+                                     infoPub,
+                                     im,
+                                     ph->getParam<bool>(isLeft ? "i_left_rect_low_bandwidth" : "i_right_rect_low_bandwidth"),
+                                     false,
+                                     dai::RawImgFrame::Type::GRAY8));
+        }
     } else {
-        leftRectPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + leftSensInfo.name + "/image_rect");
-        leftRectQ->addCallback(std::bind(sensor_helpers::cameraPub,
-                                         std::placeholders::_1,
-                                         std::placeholders::_2,
-                                         *leftRectConv,
-                                         leftRectPubIT,
-                                         leftRectIM,
-                                         getROSNode(),
-                                         ph->getParam<bool>("i_left_rect_low_bandwidth"),
-                                         false,
-                                         dai::RawImgFrame::Type::GRAY8));
+        pubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + sensorInfo.name + "/image_rect");
+        if(addCallback) {
+            q->addCallback(std::bind(sensor_helpers::cameraPub,
+                                     std::placeholders::_1,
+                                     std::placeholders::_2,
+                                     *conv,
+                                     pubIT,
+                                     im,
+                                     ph->getParam<bool>(isLeft ? "i_left_rect_low_bandwidth" : "i_right_rect_low_bandwidth"),
+                                     false,
+                                     dai::RawImgFrame::Type::GRAY8));
+        }
     }
 }
 
+void Stereo::setupLeftRectQueue(std::shared_ptr<dai::Device> device) {
+    setupRectQueue(device, leftSensInfo, leftRectQName, leftRectConv, leftRectIM, leftRectQ, leftRectPub, leftRectInfoPub, leftRectPubIT, true);
+}
+
 void Stereo::setupRightRectQueue(std::shared_ptr<dai::Device> device) {
-    auto tfPrefix = getTFPrefix(rightSensInfo.name);
-    rightRectConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
-    rightRectConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
-    rightRectIM = std::make_shared<camera_info_manager::CameraInfoManager>(
-        getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + rightSensInfo.name).get(), "/rect");
-    auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
-                                             *rightRectConv,
-                                             device,
-                                             rightSensInfo.socket,
-                                             ph->getOtherNodeParam<int>(rightSensInfo.name, "i_width"),
-                                             ph->getOtherNodeParam<int>(rightSensInfo.name, "i_height"));
-    for(auto& d : info.d) {
-        d = 0.0;
-    }
-    rightRectIM->setCameraInfo(info);
-    rightRectQ = device->getOutputQueue(rightRectQName, ph->getOtherNodeParam<int>(rightSensInfo.name, "i_max_q_size"), false);
-    if(getROSNode()->get_node_options().use_intra_process_comms()) {
-        rightRectPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + rightSensInfo.name + "/image_rect", 10);
-        rightRectInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
-        rightRectQ->addCallback(std::bind(sensor_helpers::splitPub,
-                                          std::placeholders::_1,
-                                          std::placeholders::_2,
-                                          *rightRectConv,
-                                          rightRectPub,
-                                          rightRectInfoPub,
-                                          rightRectIM,
-                                          getROSNode(),
-                                          ph->getParam<bool>("i_right_rect_low_bandwidth"),
-                                          false,
-                                          dai::RawImgFrame::Type::GRAY8));
-    } else {
-        rightRectPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + rightSensInfo.name + "/image_rect");
-        rightRectQ->addCallback(std::bind(sensor_helpers::cameraPub,
-                                          std::placeholders::_1,
-                                          std::placeholders::_2,
-                                          *rightRectConv,
-                                          rightRectPubIT,
-                                          rightRectIM,
-                                          getROSNode(),
-                                          ph->getParam<bool>("i_right_rect_low_bandwidth"),
-                                          false,
-                                          dai::RawImgFrame::Type::GRAY8));
-    }
+    setupRectQueue(device, rightSensInfo, rightRectQName, rightRectConv, rightRectIM, rightRectQ, rightRectPub, rightRectInfoPub, rightRectPubIT, false);
 }
 
 void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
@@ -217,6 +197,8 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
                                              ph->getParam<int>("i_width"),
                                              ph->getParam<int>("i_height"));
     auto calibHandler = device->readCalibration();
+
+    // remove distortion since image is rectified
     for(auto& d : info.d) {
         d = 0.0;
     }
@@ -226,7 +208,7 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     info.r[0] = info.r[4] = info.r[8] = 1.0;
     stereoIM->setCameraInfo(info);
     stereoQ = device->getOutputQueue(stereoQName, ph->getParam<int>("i_max_q_size"), false);
-    if(getROSNode()->get_node_options().use_intra_process_comms()) {
+    if(ipcEnabled()) {
         RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
         stereoPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/image_raw", 10);
         stereoInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
@@ -237,7 +219,6 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
                                        stereoPub,
                                        stereoInfoPub,
                                        stereoIM,
-                                       getROSNode(),
                                        ph->getParam<bool>("i_low_bandwidth"),
                                        !ph->getParam<bool>("i_output_disparity"),
                                        dai::RawImgFrame::Type::RAW8));
@@ -249,25 +230,66 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
                                        *stereoConv,
                                        stereoPubIT,
                                        stereoIM,
-                                       getROSNode(),
                                        ph->getParam<bool>("i_low_bandwidth"),
                                        !ph->getParam<bool>("i_output_disparity"),
                                        dai::RawImgFrame::Type::RAW8));
     }
 }
 
+void Stereo::syncTimerCB() {
+    auto left = leftRectQ->get<dai::ImgFrame>();
+    auto right = rightRectQ->get<dai::ImgFrame>();
+    if(left->getSequenceNum() != right->getSequenceNum()) {
+        RCLCPP_WARN(getROSNode()->get_logger(), "Left and right rectified frames are not synchronized!");
+    } else {
+        if(ipcEnabled() && rclcpp::ok()
+           && (sensor_helpers::detectSubscription(leftRectPub, leftRectInfoPub) || sensor_helpers::detectSubscription(rightRectPub, rightRectInfoPub))) {
+            auto leftInfo = leftRectIM->getCameraInfo();
+            auto leftRawMsg = leftRectConv->toRosMsgRawPtr(left);
+            leftInfo.header = leftRawMsg.header;
+            auto rightInfo = rightRectIM->getCameraInfo();
+            auto rightRawMsg = rightRectConv->toRosMsgRawPtr(right);
+            rightRawMsg.header.stamp = leftRawMsg.header.stamp;
+            rightInfo.header = rightRawMsg.header;
+            sensor_msgs::msg::CameraInfo::UniquePtr leftInfoMsg = std::make_unique<sensor_msgs::msg::CameraInfo>(leftInfo);
+            sensor_msgs::msg::Image::UniquePtr leftMsg = std::make_unique<sensor_msgs::msg::Image>(leftRawMsg);
+            sensor_msgs::msg::CameraInfo::UniquePtr rightInfoMsg = std::make_unique<sensor_msgs::msg::CameraInfo>(rightInfo);
+            sensor_msgs::msg::Image::UniquePtr rightMsg = std::make_unique<sensor_msgs::msg::Image>(rightRawMsg);
+            leftRectPub->publish(std::move(leftMsg));
+            leftRectInfoPub->publish(std::move(leftInfoMsg));
+            rightRectPub->publish(std::move(rightMsg));
+            rightRectInfoPub->publish(std::move(rightInfoMsg));
+        } else if(!ipcEnabled() && rclcpp::ok() && (leftRectPubIT.getNumSubscribers() > 0 || rightRectPubIT.getNumSubscribers() > 0)) {
+            auto leftInfo = leftRectIM->getCameraInfo();
+            auto leftRawMsg = leftRectConv->toRosMsgRawPtr(left);
+            leftInfo.header = leftRawMsg.header;
+            auto rightInfo = rightRectIM->getCameraInfo();
+            auto rightRawMsg = rightRectConv->toRosMsgRawPtr(right);
+            rightRawMsg.header.stamp = leftRawMsg.header.stamp;
+            rightInfo.header = rightRawMsg.header;
+            leftRectPubIT.publish(leftRawMsg, leftInfo);
+            rightRectPubIT.publish(rightRawMsg, rightInfo);
+        }
+    }
+}
+
 void Stereo::setupQueues(std::shared_ptr<dai::Device> device) {
     left->setupQueues(device);
     right->setupQueues(device);
     if(ph->getParam<bool>("i_publish_topic")) {
         setupStereoQueue(device);
     }
-    if(ph->getParam<bool>("i_publish_left_rect")) {
+    if(ph->getParam<bool>("i_publish_left_rect") || ph->getParam<bool>("i_publish_synced_rect_pair")) {
         setupLeftRectQueue(device);
     }
-    if(ph->getParam<bool>("i_publish_right_rect")) {
+    if(ph->getParam<bool>("i_publish_right_rect") || ph->getParam<bool>("i_publish_synced_rect_pair")) {
         setupRightRectQueue(device);
     }
+    if(ph->getParam<bool>("i_publish_synced_rect_pair")) {
+        int timerPeriod = 1000.0 / ph->getOtherNodeParam<double>(leftSensInfo.name, "i_fps");
+        RCLCPP_INFO(getROSNode()->get_logger(), "Setting up stereo pair sync timer with period %d ms based on left sensor FPS.", timerPeriod);
+        syncTimer = getROSNode()->create_wall_timer(std::chrono::milliseconds(timerPeriod), std::bind(&Stereo::syncTimerCB, this));
+    }
     if(ph->getParam<bool>("i_left_rect_enable_feature_tracker")) {
         featureTrackerLeftR->setupQueues(device);
     }
@@ -281,10 +303,12 @@ void Stereo::closeQueues() {
     if(ph->getParam<bool>("i_publish_topic")) {
         stereoQ->close();
     }
-    if(ph->getParam<bool>("i_publish_left_rect")) {
+    if(ph->getParam<bool>("i_publish_left_rect") || ph->getParam<bool>("i_publish_synced_rect_pair")) {
+        syncTimer->reset();
         leftRectQ->close();
     }
-    if(ph->getParam<bool>("i_publish_right_rect")) {
+    if(ph->getParam<bool>("i_publish_right_rect") || ph->getParam<bool>("i_publish_synced_rect_pair")) {
+        syncTimer->reset();
         rightRectQ->close();
     }
     if(ph->getParam<bool>("i_left_rect_enable_feature_tracker")) {
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index fff0d5e8..48868310 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -47,6 +47,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     declareAndLogParam<bool>("i_publish_topic", true);
 
+    declareAndLogParam<bool>("i_publish_synced_rect_pair", false);
     declareAndLogParam<bool>("i_publish_left_rect", false);
     declareAndLogParam<bool>("i_left_rect_low_bandwidth", false);
     declareAndLogParam<int>("i_left_rect_low_bandwidth_quality", 50);
@@ -77,7 +78,9 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     if(declareAndLogParam<bool>("i_set_input_size", false)) {
         stereo->setInputResolution(declareAndLogParam<int>("i_input_width", 1280), declareAndLogParam<int>("i_input_height", 720));
     }
-    stereo->setOutputSize(declareAndLogParam<int>("i_width", width), declareAndLogParam<int>("i_height", height));
+    width = declareAndLogParam<int>("i_width", width);
+    height = declareAndLogParam<int>("i_height", height);
+    stereo->setOutputSize(width, height);
     stereo->setDefaultProfilePreset(depthPresetMap.at(declareAndLogParam<std::string>("i_depth_preset", "HIGH_ACCURACY")));
     if(declareAndLogParam<bool>("i_enable_distortion_correction", false)) {
         stereo->enableDistortionCorrection(true);
@@ -132,6 +135,17 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
         config.postProcessing.decimationFilter.decimationMode =
             utils::getValFromMap(declareAndLogParam<std::string>("i_decimation_filter_decimation_mode", "PIXEL_SKIPPING"), decimationModeMap);
         config.postProcessing.decimationFilter.decimationFactor = declareAndLogParam<int>("i_decimation_filter_decimation_factor", 1);
+        int decimatedWidth = width / config.postProcessing.decimationFilter.decimationFactor;
+        int decimatedHeight = height / config.postProcessing.decimationFilter.decimationFactor;
+        RCLCPP_INFO(getROSNode()->get_logger(), "Decimation filter enabled with decimation factor %d. Previous width and height: %d x %d, after decimation: %d x %d",
+                    config.postProcessing.decimationFilter.decimationFactor,
+                    width,
+                    height,
+                    decimatedWidth,
+                    decimatedHeight);
+        stereo->setOutputSize(decimatedWidth, decimatedHeight);
+        declareAndLogParam("i_width", decimatedWidth, true);
+        declareAndLogParam("i_height", decimatedHeight, true);
     }
     stereo->initialConfig.set(config);
 }

From a35c7c3c5f7ef1704bdb1424637691dfe0f516f5 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Thu, 31 Aug 2023 15:10:00 +0200
Subject: [PATCH 20/38] Lazy Publishing Humble (#381)

---
 .../depthai_bridge/BridgePublisher.hpp        | 29 ++++++++----
 .../include/depthai_bridge/ImageConverter.hpp | 12 +++--
 depthai_bridge/src/ImageConverter.cpp         | 21 ++++++---
 .../include/depthai_ros_driver/camera.hpp     | 13 +++---
 .../dai_nodes/nn/detection.hpp                |  3 +-
 .../dai_nodes/nn/spatial_detection.hpp        | 11 ++---
 .../dai_nodes/sensors/sensor_helpers.hpp      | 11 ++---
 .../dai_nodes/sys_logger.hpp                  | 41 ++++++++---------
 .../param_handlers/stereo_param_handler.hpp   |  4 +-
 .../include/depthai_ros_driver/utils.hpp      |  4 +-
 .../src/dai_nodes/nn/segmentation.cpp         |  3 +-
 .../src/dai_nodes/sensors/mono.cpp            | 11 ++---
 .../src/dai_nodes/sensors/rgb.cpp             | 22 ++++-----
 .../src/dai_nodes/sensors/sensor_helpers.cpp  | 16 +++----
 depthai_ros_driver/src/dai_nodes/stereo.cpp   | 46 ++++++++++---------
 .../param_handlers/sensor_param_handler.cpp   |  1 +
 .../param_handlers/stereo_param_handler.cpp   | 10 ++--
 depthai_ros_driver/src/utils.cpp              |  6 +--
 18 files changed, 134 insertions(+), 130 deletions(-)

diff --git a/depthai_bridge/include/depthai_bridge/BridgePublisher.hpp b/depthai_bridge/include/depthai_bridge/BridgePublisher.hpp
index 99f793bb..5f6e5939 100644
--- a/depthai_bridge/include/depthai_bridge/BridgePublisher.hpp
+++ b/depthai_bridge/include/depthai_bridge/BridgePublisher.hpp
@@ -34,7 +34,8 @@ class BridgePublisher {
                     std::shared_ptr<rclcpp::Node> node,
                     std::string rosTopic,
                     ConvertFunc converter,
-                    rclcpp::QoS qosSetting = rclcpp::QoS(rclcpp::KeepLast(1)).transient_local().reliable());
+                    rclcpp::QoS qosSetting = rclcpp::QoS(rclcpp::KeepLast(1)).transient_local().reliable(),
+                    bool lazyPublisher = true);
 
     BridgePublisher(std::shared_ptr<dai::DataOutputQueue> daiMessageQueue,
                     std::shared_ptr<rclcpp::Node> node,
@@ -42,7 +43,8 @@ class BridgePublisher {
                     ConvertFunc converter,
                     size_t qosHistoryDepth,
                     std::string cameraParamUri = "",
-                    std::string cameraName = "");
+                    std::string cameraName = "",
+                    bool lazyPublisher = true);
 
     BridgePublisher(std::shared_ptr<dai::DataOutputQueue> daiMessageQueue,
                     std::shared_ptr<rclcpp::Node> node,
@@ -50,7 +52,8 @@ class BridgePublisher {
                     ConvertFunc converter,
                     size_t qosHistoryDepth,
                     ImageMsgs::CameraInfo cameraInfoData,
-                    std::string cameraName);
+                    std::string cameraName,
+                    bool lazyPublisher = true);
 
     /**
      * Tag Dispacher function to to overload the Publisher to ImageTransport Publisher
@@ -95,6 +98,7 @@ class BridgePublisher {
     std::unique_ptr<camera_info_manager::CameraInfoManager> _camInfoManager;
     bool _isCallbackAdded = false;
     bool _isImageMessage = false;  // used to enable camera info manager
+    bool _lazyPublisher = true;
 };
 
 template <class RosMsg, class SimMsg>
@@ -105,8 +109,9 @@ BridgePublisher<RosMsg, SimMsg>::BridgePublisher(std::shared_ptr<dai::DataOutput
                                                  std::shared_ptr<rclcpp::Node> node,
                                                  std::string rosTopic,
                                                  ConvertFunc converter,
-                                                 rclcpp::QoS qosSetting)
-    : _daiMessageQueue(daiMessageQueue), _node(node), _converter(converter), _it(node), _rosTopic(rosTopic) {
+                                                 rclcpp::QoS qosSetting,
+                                                 bool lazyPublisher)
+    : _daiMessageQueue(daiMessageQueue), _node(node), _converter(converter), _it(node), _rosTopic(rosTopic), _lazyPublisher(lazyPublisher) {
     _rosPublisher = _node->create_publisher<RosMsg>(_rosTopic, qosSetting);
 }
 
@@ -117,14 +122,16 @@ BridgePublisher<RosMsg, SimMsg>::BridgePublisher(std::shared_ptr<dai::DataOutput
                                                  ConvertFunc converter,
                                                  size_t qosHistoryDepth,
                                                  std::string cameraParamUri,
-                                                 std::string cameraName)
+                                                 std::string cameraName,
+                                                 bool lazyPublisher)
     : _daiMessageQueue(daiMessageQueue),
       _node(node),
       _converter(converter),
       _it(node),
       _rosTopic(rosTopic),
       _cameraParamUri(cameraParamUri),
-      _cameraName(cameraName) {
+      _cameraName(cameraName),
+      _lazyPublisher(lazyPublisher) {
     _rosPublisher = advertise(qosHistoryDepth, std::is_same<RosMsg, ImageMsgs::Image>{});
 }
 
@@ -135,14 +142,16 @@ BridgePublisher<RosMsg, SimMsg>::BridgePublisher(std::shared_ptr<dai::DataOutput
                                                  ConvertFunc converter,
                                                  size_t qosHistoryDepth,
                                                  ImageMsgs::CameraInfo cameraInfoData,
-                                                 std::string cameraName)
+                                                 std::string cameraName,
+                                                 bool lazyPublisher)
     : _daiMessageQueue(daiMessageQueue),
       _node(node),
       _converter(converter),
       _it(node),
       _rosTopic(rosTopic),
       _cameraInfoData(cameraInfoData),
-      _cameraName(cameraName) {
+      _cameraName(cameraName),
+      _lazyPublisher(lazyPublisher) {
     _rosPublisher = advertise(qosHistoryDepth, std::is_same<RosMsg, ImageMsgs::Image>{});
 }
 
@@ -222,7 +231,7 @@ void BridgePublisher<RosMsg, SimMsg>::publishHelper(std::shared_ptr<SimMsg> inDa
     }
     mainSubCount = _node->count_subscribers(_rosTopic);
 
-    if(mainSubCount > 0 || infoSubCount > 0) {
+    if(!_lazyPublisher || (mainSubCount > 0 || infoSubCount > 0)) {
         _converter(inDataPtr, opMsgs);
 
         while(opMsgs.size()) {
diff --git a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
index a2946523..9eb54aae 100644
--- a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
@@ -55,12 +55,11 @@ class ImageConverter {
         _updateRosBaseTimeOnToRosMsg = update;
     }
 
+    void convertFromBitstream(dai::RawImgFrame::Type srcType);
+    void convertDispToDepth();
+
     void toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<ImageMsgs::Image>& outImageMsgs);
-    ImageMsgs::Image toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData,
-                                    bool fromBitStream = false,
-                                    bool dispToDepth = false,
-                                    dai::RawImgFrame::Type type = dai::RawImgFrame::Type::BGR888i,
-                                    const sensor_msgs::msg::CameraInfo& info = sensor_msgs::msg::CameraInfo());
+    ImageMsgs::Image toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData, const sensor_msgs::msg::CameraInfo& info = sensor_msgs::msg::CameraInfo());
     ImagePtr toRosMsgPtr(std::shared_ptr<dai::ImgFrame> inData);
 
     void toDaiMsg(const ImageMsgs::Image& inMsg, dai::ImgFrame& outData);
@@ -95,6 +94,9 @@ class ImageConverter {
     int64_t _totalNsChange{0};
     // Whether to update the ROS base time on each message conversion
     bool _updateRosBaseTimeOnToRosMsg{false};
+    dai::RawImgFrame::Type _srcType;
+    bool _fromBitstream = false;
+    bool _convertDispToDepth = false;
 };
 
 }  // namespace ros
diff --git a/depthai_bridge/src/ImageConverter.cpp b/depthai_bridge/src/ImageConverter.cpp
index a17ede9a..ddc92846 100644
--- a/depthai_bridge/src/ImageConverter.cpp
+++ b/depthai_bridge/src/ImageConverter.cpp
@@ -40,8 +40,17 @@ void ImageConverter::updateRosBaseTime() {
     updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
 }
 
-ImageMsgs::Image ImageConverter::toRosMsgRawPtr(
-    std::shared_ptr<dai::ImgFrame> inData, bool fromBitStream, bool dispToDepth, dai::RawImgFrame::Type type, const sensor_msgs::msg::CameraInfo& info) {
+void ImageConverter::convertFromBitstream(dai::RawImgFrame::Type srcType) {
+    _fromBitstream = true;
+    _srcType = srcType;
+    std::cout << static_cast<int>(_srcType) << std::endl;
+}
+
+void ImageConverter::convertDispToDepth() {
+    _convertDispToDepth = true;
+}
+
+ImageMsgs::Image ImageConverter::toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData, const sensor_msgs::msg::CameraInfo& info) {
     if(_updateRosBaseTimeOnToRosMsg) {
         updateRosBaseTime();
     }
@@ -56,12 +65,12 @@ ImageMsgs::Image ImageConverter::toRosMsgRawPtr(
 
     header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, tstamp);
 
-    if(fromBitStream) {
+    if(_fromBitstream) {
         std::string encoding;
         int decodeFlags;
         int channels;
         cv::Mat output;
-        switch(type) {
+        switch(_srcType) {
             case dai::RawImgFrame::Type::BGR888i: {
                 encoding = sensor_msgs::image_encodings::BGR8;
                 decodeFlags = cv::IMREAD_COLOR;
@@ -81,7 +90,7 @@ ImageMsgs::Image ImageConverter::toRosMsgRawPtr(
                 break;
             }
             default: {
-                std::cout << static_cast<int>(type) << std::endl;
+                std::cout << _frameName << static_cast<int>(_srcType) << std::endl;
                 throw(std::runtime_error("Converted type not supported!"));
             }
         }
@@ -89,7 +98,7 @@ ImageMsgs::Image ImageConverter::toRosMsgRawPtr(
         output = cv::imdecode(cv::Mat(inData->getData()), decodeFlags);
 
         // converting disparity
-        if(dispToDepth) {
+        if(_convertDispToDepth) {
             auto factor = std::abs(info.p[3]) * 10000;
             cv::Mat depthOut = cv::Mat(cv::Size(output.cols, output.rows), CV_16UC1);
             depthOut.forEach<uint16_t>([&output, &factor](uint16_t& pixel, const int* position) -> void {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/camera.hpp b/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
index 1a45aef5..e4299445 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
@@ -6,9 +6,9 @@
 
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
 #include "depthai_ros_driver/param_handlers/camera_param_handler.hpp"
+#include "diagnostic_msgs/msg/diagnostic_array.hpp"
 #include "rclcpp/node.hpp"
 #include "std_srvs/srv/trigger.hpp"
-#include "diagnostic_msgs/msg/diagnostic_array.hpp"
 
 namespace dai {
 class Pipeline;
@@ -39,16 +39,16 @@ class Camera : public rclcpp::Node {
     rclcpp::Service<Trigger>::SharedPtr startSrv, stopSrv, savePipelineSrv, saveCalibSrv;
     rclcpp::Subscription<diagnostic_msgs::msg::DiagnosticArray>::SharedPtr diagSub;
     /*
-    * Closes all the queues, clears the configured BaseNodes, stops the pipeline and resets the device.
-    */
+     * Closes all the queues, clears the configured BaseNodes, stops the pipeline and resets the device.
+     */
     void stop();
     /*
-    * Runs onConfigure();
-    */
+     * Runs onConfigure();
+     */
     void start();
     void restart();
     void diagCB(const diagnostic_msgs::msg::DiagnosticArray::SharedPtr msg);
-    
+
     void startCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res);
     void stopCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res);
     void saveCalibCB(const Trigger::Request::SharedPtr /*req*/, Trigger::Response::SharedPtr res);
@@ -58,6 +58,5 @@ class Camera : public rclcpp::Node {
     std::shared_ptr<dai::Device> device;
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
     bool camRunning = false;
-
 };
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index 460ea46f..b80bbbf9 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -74,8 +74,7 @@ class Detection : public BaseNode {
                                                                     height));
 
             ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
-            ptQ->addCallback(
-                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
+            ptQ->addCallback(std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
         }
     };
     void link(dai::Node::Input in, int /*linkType*/) override {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
index fe01d771..ea82cece 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
@@ -76,8 +76,7 @@ class SpatialDetection : public BaseNode {
                                                                   height));
 
             ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
-            ptQ->addCallback(
-                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *ptImageConverter, ptPub, ptInfoMan));
+            ptQ->addCallback(std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *ptImageConverter, ptPub, ptInfoMan));
         }
 
         if(ph->getParam<bool>("i_enable_passthrough_depth")) {
@@ -98,12 +97,8 @@ class SpatialDetection : public BaseNode {
                                                                        getROSNode()->get_parameter("stereo.i_height").as_int()));
 
             ptDepthPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough_depth/image_raw");
-            ptDepthQ->addCallback(std::bind(sensor_helpers::basicCameraPub,
-                                            std::placeholders::_1,
-                                            std::placeholders::_2,
-                                            *ptDepthImageConverter,
-                                            ptDepthPub,
-                                            ptDepthInfoMan));
+            ptDepthQ->addCallback(
+                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *ptDepthImageConverter, ptDepthPub, ptDepthInfoMan));
         }
     };
     void link(dai::Node::Input in, int /*linkType = 0*/) override {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
index ce8d4a11..230873ee 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
@@ -55,9 +55,7 @@ void cameraPub(const std::string& /*name*/,
                dai::ros::ImageConverter& converter,
                image_transport::CameraPublisher& pub,
                std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-               bool fromBitStream = false,
-               bool dispToDepth = false,
-               dai::RawImgFrame::Type type = dai::RawImgFrame::Type::BGR888i);
+               bool lazyPub = true);
 
 void splitPub(const std::string& /*name*/,
               const std::shared_ptr<dai::ADatatype>& data,
@@ -65,9 +63,7 @@ void splitPub(const std::string& /*name*/,
               rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr imgPub,
               rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
               std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-              bool fromBitStream = false,
-              bool dispToDepth = false,
-              dai::RawImgFrame::Type type = dai::RawImgFrame::Type::BGR888i);
+              bool lazyPub = true);
 
 sensor_msgs::msg::CameraInfo getCalibInfo(const rclcpp::Logger& logger,
                                           dai::ros::ImageConverter& converter,
@@ -78,7 +74,8 @@ sensor_msgs::msg::CameraInfo getCalibInfo(const rclcpp::Logger& logger,
 std::shared_ptr<dai::node::VideoEncoder> createEncoder(std::shared_ptr<dai::Pipeline> pipeline,
                                                        int quality,
                                                        dai::VideoEncoderProperties::Profile profile = dai::VideoEncoderProperties::Profile::MJPEG);
-bool detectSubscription(const rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr& pub, const rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr& infoPub);
+bool detectSubscription(const rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr& pub,
+                        const rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr& infoPub);
 }  // namespace sensor_helpers
 }  // namespace dai_nodes
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sys_logger.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sys_logger.hpp
index a638aaa7..ccebcc4a 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sys_logger.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sys_logger.hpp
@@ -1,6 +1,6 @@
+#include "depthai/pipeline/datatype/SystemInformation.hpp"
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
 #include "diagnostic_updater/diagnostic_updater.hpp"
-#include "depthai/pipeline/datatype/SystemInformation.hpp"
 namespace dai {
 class Pipeline;
 class Device;
@@ -19,25 +19,24 @@ class TimerBase;
 
 namespace depthai_ros_driver {
 
-
 namespace dai_nodes {
-    class SysLogger : public BaseNode {
-       public:
-        SysLogger(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
-        ~SysLogger();
-        void setupQueues(std::shared_ptr<dai::Device> device) override;
-        void setNames() override;
-        void setXinXout(std::shared_ptr<dai::Pipeline> pipeline) override;
-        void closeQueues() override;
+class SysLogger : public BaseNode {
+   public:
+    SysLogger(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
+    ~SysLogger();
+    void setupQueues(std::shared_ptr<dai::Device> device) override;
+    void setNames() override;
+    void setXinXout(std::shared_ptr<dai::Pipeline> pipeline) override;
+    void closeQueues() override;
 
-       private:
-        std::string sysInfoToString(const dai::SystemInformation& sysInfo);
-        void produceDiagnostics(diagnostic_updater::DiagnosticStatusWrapper& stat);
-        std::shared_ptr<diagnostic_updater::Updater> updater;
-        std::shared_ptr<dai::node::XLinkOut> xoutLogger;
-        std::shared_ptr<dai::node::SystemLogger> sysNode;
-        std::shared_ptr<dai::DataOutputQueue> loggerQ;
-        std::string loggerQName;
-    };
-}
-}
\ No newline at end of file
+   private:
+    std::string sysInfoToString(const dai::SystemInformation& sysInfo);
+    void produceDiagnostics(diagnostic_updater::DiagnosticStatusWrapper& stat);
+    std::shared_ptr<diagnostic_updater::Updater> updater;
+    std::shared_ptr<dai::node::XLinkOut> xoutLogger;
+    std::shared_ptr<dai::node::SystemLogger> sysNode;
+    std::shared_ptr<dai::DataOutputQueue> loggerQ;
+    std::string loggerQName;
+};
+}  // namespace dai_nodes
+}  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
index 01307ce0..bcc2edbe 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
@@ -9,8 +9,8 @@
 #include "depthai/pipeline/node/StereoDepth.hpp"
 #include "depthai_ros_driver/param_handlers/base_param_handler.hpp"
 
-namespace dai{
-    class CameraFeatures;
+namespace dai {
+class CameraFeatures;
 }
 
 namespace rclcpp {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/utils.hpp b/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
index 5e1fb8b1..841cb6ef 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
@@ -4,13 +4,13 @@
 #include <sstream>
 #include <stdexcept>
 #include <string>
-#include <vector>
 #include <unordered_map>
+#include <vector>
 
 namespace dai {
 enum class CameraBoardSocket;
 struct CameraFeatures;
-}
+}  // namespace dai
 
 namespace depthai_ros_driver {
 namespace utils {
diff --git a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
index 0bb66f11..90192e4e 100644
--- a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
+++ b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
@@ -71,8 +71,7 @@ void Segmentation::setupQueues(std::shared_ptr<dai::Device> device) {
                                                                 imageManip->initialConfig.getResizeWidth()));
 
         ptPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough/image_raw");
-        ptQ->addCallback(
-            std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
+        ptQ->addCallback(std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
     }
 }
 
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
index fc4a32fb..561fb877 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
@@ -60,6 +60,9 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
         imageConverter =
             std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
         imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
+        if(ph->getParam<bool>("i_low_bandwidth")) {
+            imageConverter->convertFromBitstream(dai::RawImgFrame::Type::GRAY8);
+        }
         infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
@@ -84,9 +87,7 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
                                          monoPub,
                                          infoPub,
                                          infoManager,
-                                         ph->getParam<bool>("i_low_bandwidth"),
-                                         false,
-                                         dai::RawImgFrame::Type::GRAY8));
+                                         ph->getParam<bool>("i_enable_lazy_publisher")));
 
         } else {
             monoPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
@@ -96,9 +97,7 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
                                          *imageConverter,
                                          monoPubIT,
                                          infoManager,
-                                         ph->getParam<bool>("i_low_bandwidth"),
-                                         false,
-                                         dai::RawImgFrame::Type::GRAY8));
+                                         ph->getParam<bool>("i_enable_lazy_publisher")));
         }
     }
     controlQ = device->getInputQueue(controlQName);
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index 8563818f..f2ccfc43 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -74,6 +74,10 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
         imageConverter =
             std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
         imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
+        if(ph->getParam<bool>("i_low_bandwidth")) {
+            RCLCPP_INFO(getROSNode()->get_logger(), "Low bandwidth mode enabled");
+            imageConverter->convertFromBitstream(dai::RawImgFrame::Type::BGR888i);
+        }
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
             infoManager->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                                                     *imageConverter,
@@ -86,7 +90,6 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
         }
         colorQ = device->getOutputQueue(ispQName, ph->getParam<int>("i_max_q_size"), false);
         if(ipcEnabled()) {
-            RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
             rgbPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/image_raw", 10);
             rgbInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
             colorQ->addCallback(std::bind(sensor_helpers::splitPub,
@@ -96,9 +99,7 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
                                           rgbPub,
                                           rgbInfoPub,
                                           infoManager,
-                                          ph->getParam<bool>("i_low_bandwidth"),
-                                          false,
-                                          dai::RawImgFrame::Type::BGR888i));
+                                          ph->getParam<bool>("i_enable_lazy_publisher")));
 
         } else {
             rgbPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
@@ -108,9 +109,7 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
                                           *imageConverter,
                                           rgbPubIT,
                                           infoManager,
-                                          ph->getParam<bool>("i_low_bandwidth"),
-                                          false,
-                                          dai::RawImgFrame::Type::BGR888i));
+                                          ph->getParam<bool>("i_enable_lazy_publisher")));
         }
     }
     if(ph->getParam<bool>("i_enable_preview")) {
@@ -132,10 +131,9 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
             previewInfoManager->loadCameraInfo(ph->getParam<std::string>("i_calibration_file"));
         }
         if(ipcEnabled()) {
-            RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
             previewPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/preview/image_raw");
-            previewQ->addCallback(std::bind(
-                sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, previewPubIT, previewInfoManager));
+            previewQ->addCallback(
+                std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, previewPubIT, previewInfoManager));
         } else {
             previewPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/preview/image_raw", 10);
             previewInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/preview/camera_info", 10);
@@ -146,9 +144,7 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
                                             previewPub,
                                             previewInfoPub,
                                             previewInfoManager,
-                                            false,
-                                            false,
-                                            dai::RawImgFrame::Type::BGR888i));
+                                            ph->getParam<bool>("i_enable_lazy_publisher")));
         }
     };
     controlQ = device->getInputQueue(controlQName);
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index 9aed6f2c..bb344fc9 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -111,13 +111,11 @@ void cameraPub(const std::string& /*name*/,
                dai::ros::ImageConverter& converter,
                image_transport::CameraPublisher& pub,
                std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-               bool fromBitStream,
-               bool dispToDepth,
-               dai::RawImgFrame::Type type) {
-    if(rclcpp::ok() && (pub.getNumSubscribers() > 0)) {
+               bool lazyPub) {
+    if(rclcpp::ok() && (!lazyPub || pub.getNumSubscribers() > 0)) {
         auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
         auto info = infoManager->getCameraInfo();
-        auto rawMsg = converter.toRosMsgRawPtr(img, fromBitStream, dispToDepth, type, info);
+        auto rawMsg = converter.toRosMsgRawPtr(img, info);
         info.header = rawMsg.header;
         pub.publish(rawMsg, info);
     }
@@ -129,13 +127,11 @@ void splitPub(const std::string& /*name*/,
               rclcpp::Publisher<sensor_msgs::msg::Image>::SharedPtr imgPub,
               rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
               std::shared_ptr<camera_info_manager::CameraInfoManager> infoManager,
-              bool fromBitStream,
-              bool dispToDepth,
-              dai::RawImgFrame::Type type) {
-    if(rclcpp::ok() && detectSubscription(imgPub, infoPub)) {
+              bool lazyPub) {
+    if(rclcpp::ok() && (!lazyPub || detectSubscription(imgPub, infoPub))) {
         auto img = std::dynamic_pointer_cast<dai::ImgFrame>(data);
         auto info = infoManager->getCameraInfo();
-        auto rawMsg = converter.toRosMsgRawPtr(img, fromBitStream, dispToDepth, type, info);
+        auto rawMsg = converter.toRosMsgRawPtr(img, info);
         info.header = rawMsg.header;
         sensor_msgs::msg::CameraInfo::UniquePtr infoMsg = std::make_unique<sensor_msgs::msg::CameraInfo>(info);
         sensor_msgs::msg::Image::UniquePtr msg = std::make_unique<sensor_msgs::msg::Image>(rawMsg);
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index e3be7025..81470371 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -120,6 +120,10 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
     auto tfPrefix = getTFPrefix(sensorInfo.name);
     conv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
     conv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
+    bool lowBandwidth = ph->getParam<bool>(isLeft ? "i_left_rect_low_bandwidth" : "i_right_rect_low_bandwidth");
+    if(lowBandwidth) {
+        conv->convertFromBitstream(dai::RawImgFrame::Type::GRAY8);
+    }
 
     im = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + sensorInfo.name).get(), "/rect");
@@ -137,7 +141,8 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
     im->setCameraInfo(info);
 
     q = device->getOutputQueue(queueName, ph->getOtherNodeParam<int>(sensorInfo.name, "i_max_q_size"), false);
-    // if publish synced is set to true then we skip individual publishing of left and right rectified frames
+
+    // if publish synced pair is set to true then we skip individual publishing of left and right rectified frames
     bool addCallback = !ph->getParam<bool>("i_publish_synced_rect_pair");
 
     if(ipcEnabled()) {
@@ -151,22 +156,13 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
                                      pub,
                                      infoPub,
                                      im,
-                                     ph->getParam<bool>(isLeft ? "i_left_rect_low_bandwidth" : "i_right_rect_low_bandwidth"),
-                                     false,
-                                     dai::RawImgFrame::Type::GRAY8));
+                                     ph->getParam<bool>("i_enable_lazy_publisher")));
         }
     } else {
         pubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + sensorInfo.name + "/image_rect");
         if(addCallback) {
-            q->addCallback(std::bind(sensor_helpers::cameraPub,
-                                     std::placeholders::_1,
-                                     std::placeholders::_2,
-                                     *conv,
-                                     pubIT,
-                                     im,
-                                     ph->getParam<bool>(isLeft ? "i_left_rect_low_bandwidth" : "i_right_rect_low_bandwidth"),
-                                     false,
-                                     dai::RawImgFrame::Type::GRAY8));
+            q->addCallback(std::bind(
+                sensor_helpers::cameraPub, std::placeholders::_1, std::placeholders::_2, *conv, pubIT, im, ph->getParam<bool>("i_enable_lazy_publisher")));
         }
     }
 }
@@ -188,6 +184,14 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     }
     stereoConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
     stereoConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
+    if(ph->getParam<bool>("i_low_bandwidth")) {
+        stereoConv->convertFromBitstream(dai::RawImgFrame::Type::RAW8);
+        RCLCPP_INFO(getROSNode()->get_logger(), "Setting stereo low bandwidth mode");
+    }
+    if(!ph->getParam<bool>("i_output_disparity")) {
+        stereoConv->convertDispToDepth();
+        RCLCPP_INFO(getROSNode()->get_logger(), "Setting stereo output to depth");
+    }
     stereoIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
@@ -206,10 +210,10 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
         r = 0.0;
     }
     info.r[0] = info.r[4] = info.r[8] = 1.0;
+    info.p[3] = calibHandler.getBaselineDistance(leftSensInfo.socket, rightSensInfo.socket);
     stereoIM->setCameraInfo(info);
     stereoQ = device->getOutputQueue(stereoQName, ph->getParam<int>("i_max_q_size"), false);
     if(ipcEnabled()) {
-        RCLCPP_DEBUG(getROSNode()->get_logger(), "Enabling intra_process communication!");
         stereoPub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + getName() + "/image_raw", 10);
         stereoInfoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
         stereoQ->addCallback(std::bind(sensor_helpers::splitPub,
@@ -219,9 +223,7 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
                                        stereoPub,
                                        stereoInfoPub,
                                        stereoIM,
-                                       ph->getParam<bool>("i_low_bandwidth"),
-                                       !ph->getParam<bool>("i_output_disparity"),
-                                       dai::RawImgFrame::Type::RAW8));
+                                       ph->getParam<bool>("i_enable_lazy_publisher")));
     } else {
         stereoPubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
         stereoQ->addCallback(std::bind(sensor_helpers::cameraPub,
@@ -230,9 +232,7 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
                                        *stereoConv,
                                        stereoPubIT,
                                        stereoIM,
-                                       ph->getParam<bool>("i_low_bandwidth"),
-                                       !ph->getParam<bool>("i_output_disparity"),
-                                       dai::RawImgFrame::Type::RAW8));
+                                       ph->getParam<bool>("i_enable_lazy_publisher")));
     }
 }
 
@@ -242,8 +242,10 @@ void Stereo::syncTimerCB() {
     if(left->getSequenceNum() != right->getSequenceNum()) {
         RCLCPP_WARN(getROSNode()->get_logger(), "Left and right rectified frames are not synchronized!");
     } else {
+        bool lazyPub = ph->getParam<bool>("i_enable_lazy_publisher");
         if(ipcEnabled() && rclcpp::ok()
-           && (sensor_helpers::detectSubscription(leftRectPub, leftRectInfoPub) || sensor_helpers::detectSubscription(rightRectPub, rightRectInfoPub))) {
+           && (!lazyPub || sensor_helpers::detectSubscription(leftRectPub, leftRectInfoPub)
+               || sensor_helpers::detectSubscription(rightRectPub, rightRectInfoPub))) {
             auto leftInfo = leftRectIM->getCameraInfo();
             auto leftRawMsg = leftRectConv->toRosMsgRawPtr(left);
             leftInfo.header = leftRawMsg.header;
@@ -259,7 +261,7 @@ void Stereo::syncTimerCB() {
             leftRectInfoPub->publish(std::move(leftInfoMsg));
             rightRectPub->publish(std::move(rightMsg));
             rightRectInfoPub->publish(std::move(rightInfoMsg));
-        } else if(!ipcEnabled() && rclcpp::ok() && (leftRectPubIT.getNumSubscribers() > 0 || rightRectPubIT.getNumSubscribers() > 0)) {
+        } else if(!ipcEnabled() && rclcpp::ok() && (!lazyPub || leftRectPubIT.getNumSubscribers() > 0 || rightRectPubIT.getNumSubscribers() > 0)) {
             auto leftInfo = leftRectIM->getCameraInfo();
             auto leftRawMsg = leftRectConv->toRosMsgRawPtr(left);
             leftInfo.header = leftRawMsg.header;
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 2afe953b..e6026e3e 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -28,6 +28,7 @@ void SensorParamHandler::declareCommonParams() {
     declareAndLogParam<int>("i_board_socket_id", 0);
     declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     declareAndLogParam<bool>("i_enable_feature_tracker", false);
+    declareAndLogParam<bool>("i_enable_lazy_publisher", true);
     fSyncModeMap = {
         {"OFF", dai::CameraControl::FrameSyncMode::OFF},
         {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index 48868310..a555f21d 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -1,8 +1,8 @@
 #include "depthai_ros_driver/param_handlers/stereo_param_handler.hpp"
 
+#include "depthai-shared/common/CameraFeatures.hpp"
 #include "depthai/pipeline/datatype/StereoDepthConfig.hpp"
 #include "depthai/pipeline/node/StereoDepth.hpp"
-#include "depthai-shared/common/CameraFeatures.hpp"
 #include "depthai_ros_driver/utils.hpp"
 #include "rclcpp/logger.hpp"
 #include "rclcpp/node.hpp"
@@ -57,6 +57,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     declareAndLogParam<bool>("i_right_rect_low_bandwidth", false);
     declareAndLogParam<int>("i_right_rect_low_bandwidth_quality", 50);
     declareAndLogParam<bool>("i_right_rect_enable_feature_tracker", false);
+    declareAndLogParam<bool>("i_enable_lazy_publisher", true);
 
     stereo->setLeftRightCheck(declareAndLogParam<bool>("i_lr_check", true));
     int width = 1280;
@@ -95,7 +96,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
         stereo->initialConfig.setSubpixelFractionalBits(declareAndLogParam<int>("i_subpixel_fractional_bits", 3));
     }
     stereo->setRectifyEdgeFillColor(declareAndLogParam<int>("i_rectify_edge_fill_color", 0));
-    if(declareAndLogParam<bool>("i_enable_alpha_scaling", false)){
+    if(declareAndLogParam<bool>("i_enable_alpha_scaling", false)) {
         stereo->setAlphaScaling(declareAndLogParam<float>("i_alpha_scaling", 0.0));
     }
     auto config = stereo->initialConfig.get();
@@ -113,7 +114,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     if(config.postProcessing.speckleFilter.enable) {
         config.postProcessing.speckleFilter.speckleRange = declareAndLogParam<int>("i_speckle_filter_speckle_range", 50);
     }
-    if(declareAndLogParam<bool>("i_enable_disparity_shift", false)){
+    if(declareAndLogParam<bool>("i_enable_disparity_shift", false)) {
         config.algorithmControl.disparityShift = declareAndLogParam<int>("i_disparity_shift", 0);
     }
     config.postProcessing.spatialFilter.enable = declareAndLogParam<bool>("i_enable_spatial_filter", false);
@@ -137,7 +138,8 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
         config.postProcessing.decimationFilter.decimationFactor = declareAndLogParam<int>("i_decimation_filter_decimation_factor", 1);
         int decimatedWidth = width / config.postProcessing.decimationFilter.decimationFactor;
         int decimatedHeight = height / config.postProcessing.decimationFilter.decimationFactor;
-        RCLCPP_INFO(getROSNode()->get_logger(), "Decimation filter enabled with decimation factor %d. Previous width and height: %d x %d, after decimation: %d x %d",
+        RCLCPP_INFO(getROSNode()->get_logger(),
+                    "Decimation filter enabled with decimation factor %d. Previous width and height: %d x %d, after decimation: %d x %d",
                     config.postProcessing.decimationFilter.decimationFactor,
                     width,
                     height,
diff --git a/depthai_ros_driver/src/utils.cpp b/depthai_ros_driver/src/utils.cpp
index ef22a4b0..a57ef9ac 100644
--- a/depthai_ros_driver/src/utils.cpp
+++ b/depthai_ros_driver/src/utils.cpp
@@ -1,4 +1,5 @@
 #include "depthai_ros_driver/utils.hpp"
+
 #include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai-shared/common/CameraFeatures.hpp"
 namespace depthai_ros_driver {
@@ -12,10 +13,9 @@ std::string getSocketName(dai::CameraBoardSocket socket, std::vector<dai::Camera
     std::string name;
     for(auto& cam : camFeatures) {
         if(cam.socket == socket) {
-            if(cam.name == "color"){
+            if(cam.name == "color") {
                 name = "rgb";
-            }
-            else{
+            } else {
                 name = cam.name;
             }
             return name;

From eca7bae5cb3e9f76aa1ac012ec2754a2cbeeacac Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Fri, 1 Sep 2023 09:36:05 +0200
Subject: [PATCH 21/38] Urdf loader humble (#347)

---
 README.md                                     |  25 ++
 depthai_bridge/CMakeLists.txt                 |   3 +
 .../include/depthai_bridge/TFPublisher.hpp    |  87 ++++++
 depthai_bridge/package.xml                    |   1 +
 depthai_bridge/src/TFPublisher.cpp            | 261 ++++++++++++++++++
 depthai_descriptions/launch/urdf_launch.py    |  78 ++++--
 .../urdf/base_descr.urdf.xacro                |  21 ++
 .../urdf/include/base_macro.urdf.xacro        |  78 ++++++
 .../urdf/include/depthai_macro.urdf.xacro     | 185 +++++--------
 depthai_filters/CMakeLists.txt                |   2 +-
 .../include/depthai_ros_driver/camera.hpp     |  36 ++-
 .../dai_nodes/base_node.hpp                   |  32 +++
 .../dai_nodes/nn/detection.hpp                |  43 ++-
 .../pipeline/base_pipeline.hpp                |   1 -
 .../pipeline/pipeline_generator.hpp           |  21 ++
 depthai_ros_driver/launch/camera.launch.py    |  41 ++-
 depthai_ros_driver/src/camera.cpp             |  29 +-
 .../src/dai_nodes/base_node.cpp               |   2 +
 .../src/dai_nodes/sensors/mono.cpp            |   5 +-
 .../src/dai_nodes/sensors/rgb.cpp             |   4 +-
 .../param_handlers/camera_param_handler.cpp   |  15 +
 .../src/pipeline/base_types.cpp               |  18 +-
 22 files changed, 826 insertions(+), 162 deletions(-)
 create mode 100644 depthai_bridge/include/depthai_bridge/TFPublisher.hpp
 create mode 100644 depthai_bridge/src/TFPublisher.cpp
 create mode 100644 depthai_descriptions/urdf/base_descr.urdf.xacro
 create mode 100644 depthai_descriptions/urdf/include/base_macro.urdf.xacro

diff --git a/README.md b/README.md
index 964af864..76b38244 100644
--- a/README.md
+++ b/README.md
@@ -141,6 +141,31 @@ This runs your camera as a ROS2 Component and gives you the ability to customize
 Paramerers that begin with `r_` can be freely modified during runtime, for example with rqt. 
 Parameters that begin with `i_` are set when camera is initializing, to change them you have to call `stop` and `start` services. This can be used to hot swap NNs during runtime, changing resolutions, etc. Below you can see some examples:
 
+
+#### Publishing TFs from extrinsics
+
+By default, camera transforms are published from default URDF descriptions based on CAD models. This can be overriden by using TFPublisher class from `depthai_bridge`, which based on Device's camera calibration data republishes the description with updated information. To enable this behavior in `depthai_ros_driver`, you can use following parameters:
+- `camera.i_publish_tf_from_calibration` - setting this to true launches TFPublisher
+
+Then you can set following arguments:
+- `camera.i_tf_camera_name` - if not set, defaults to the node name
+- `camera.i_tf_camera_model` - if not set, it will be automatically detected. If the node is unable to detect STL file for the camera it is set to `OAK-D`. To explicitly set it in `camera.launch.py`, set `override_cam_model:=true`
+- `camera.i_tf_base_frame`
+- `camera.i_tf_parent_frame`
+- `camera.i_tf_cam_pos_x`
+- `camera.i_tf_cam_pos_y`
+- `camera.i_tf_cam_pos_z`
+- `camera.i_tf_cam_roll`
+- `camera.i_tf_cam_pitch`
+- `camera.i_tf_cam_yaw`
+
+When using `camera.launch.py`, you can set `pass_tf_args_as_params:=true` so that TF arguments are used to fill those parameters. For example `ros2 launch depthai_ros_driver camera.launch.py pass_tf_args_as_params:=true parent_frame:=map cam_pos_x:=1.0 imu_from_descr:=true`
+
+It is also possible to set custom URDF path (for now only absolute path works) and custom xacro arguments using `camera.i_tf_custom_urdf_path` and `camera.i_tf_custom_xacro_args`. Please note that robot_state_publisher must be running.
+
+**NOTE ON IMU EXTRINSICS**
+If your camera has uncalibrated IMU, a warning will be shown, and IMU will be published with zero rotation and translation. You can override this behavior by setting `camera.i_tf_imu_from_descr`: true. This will publish default IMU extrinsics from URDF based on camera model.
+
 #### Setting RGB parameters
 
 By default RGB camera outputs `ISP` frame. To set custom width and height of output image, you can set `i_isp_num` and `i_isp_den` which scale image dimensions (2 and 3 by default, so from 1920x1080 to 1280x720), note for RGBD alignment to work resulting width and height must be divisible by 16. 
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index fcc738fc..a11cb1bb 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -37,6 +37,7 @@ find_package(sensor_msgs REQUIRED)
 find_package(stereo_msgs REQUIRED)
 find_package(std_msgs REQUIRED)
 find_package(vision_msgs REQUIRED)
+find_package(tf2_ros REQUIRED)
 
 set(dependencies
   camera_info_manager
@@ -48,6 +49,7 @@ set(dependencies
   stereo_msgs
   std_msgs
   vision_msgs
+  tf2_ros
 )
 
 include_directories(
@@ -62,6 +64,7 @@ file(GLOB LIB_SRC
 "src/ImgDetectionConverter.cpp"
 "src/SpatialDetectionConverter.cpp"
 "src/ImuConverter.cpp"
+"src/TFPublisher.cpp"
 "src/TrackedFeaturesConverter.cpp"
 )
 
diff --git a/depthai_bridge/include/depthai_bridge/TFPublisher.hpp b/depthai_bridge/include/depthai_bridge/TFPublisher.hpp
new file mode 100644
index 00000000..01ef7a34
--- /dev/null
+++ b/depthai_bridge/include/depthai_bridge/TFPublisher.hpp
@@ -0,0 +1,87 @@
+#pragma once
+#include "depthai-shared/common/CameraFeatures.hpp"
+#include "depthai/device/CalibrationHandler.hpp"
+#include "geometry_msgs/msg/quaternion.hpp"
+#include "geometry_msgs/msg/transform_stamped.hpp"
+#include "nlohmann/json.hpp"
+#include "rclcpp/node.hpp"
+#include "rclcpp/parameter_client.hpp"
+#include "tf2_ros/static_transform_broadcaster.h"
+
+namespace dai {
+namespace ros {
+class TFPublisher {
+   public:
+    explicit TFPublisher(rclcpp::Node* node,
+                         const dai::CalibrationHandler& calHandler,
+                         const std::vector<dai::CameraFeatures>& camFeatures,
+                         const std::string& camName,
+                         const std::string& camModel,
+                         const std::string& baseFrame,
+                         const std::string& parentFrame,
+                         const std::string& camPosX,
+                         const std::string& camPosY,
+                         const std::string& camPosZ,
+                         const std::string& camRoll,
+                         const std::string& camPitch,
+                         const std::string& camYaw,
+                         const std::string& imuFromDescr,
+                         const std::string& customURDFLocation,
+                         const std::string& customXacroArgs);
+    /*
+     * @brief Obtain URDF description by running Xacro with provided arguments.
+     */
+    std::string getURDF();
+    geometry_msgs::msg::Quaternion quatFromRotM(nlohmann::json rotMatrix);
+    geometry_msgs::msg::Vector3 transFromExtr(nlohmann::json translation);
+
+   private:
+    /*
+     * @brief Converts model name to one of the available model families
+     */
+    void convertModelName();
+    /*
+     * @brief Prepare arguments for xacro command. If custom URDF location is not provided, check if model name is available in depthai_descriptions package.
+     */
+    std::string prepareXacroArgs();
+    /*
+     * @brief Get URDF description and set it as a parameter for robot_state_publisher
+     */
+    void publishDescription();
+    /*
+     * @brief Publish camera transforms ("standard" and optical) based on calibration data.
+     * Frame names are based on socket names and use following convention: [base_frame]_[socket_name]_camera_frame and
+     * [base_frame]_[socket_name]_camera_optical_frame
+     */
+    void publishCamTransforms(nlohmann::json camData, rclcpp::Node* node);
+    /*
+     * @brief Publish IMU transform based on calibration data.
+     * Frame name is based on IMU name and uses following convention: [base_frame]_imu_frame.
+     * If IMU extrinsics are not set, warning is printed out and imu frame is published with zero translation and rotation.
+     */
+    void publishImuTransform(nlohmann::json json, rclcpp::Node* node);
+    /*
+     * @brief Check if model STL file is available in depthai_descriptions package.
+     */
+    bool modelNameAvailable();
+    std::string getCamSocketName(int socketNum);
+    std::unique_ptr<rclcpp::AsyncParametersClient> _paramClient;
+    std::shared_ptr<tf2_ros::StaticTransformBroadcaster> _tfPub;
+    std::string _camName;
+    std::string _camModel;
+    std::string _baseFrame;
+    std::string _parentFrame;
+    std::string _camPosX;
+    std::string _camPosY;
+    std::string _camPosZ;
+    std::string _camRoll;
+    std::string _camPitch;
+    std::string _camYaw;
+    std::string _imuFromDescr;
+    std::string _customURDFLocation;
+    std::string _customXacroArgs;
+    std::vector<dai::CameraFeatures> _camFeatures;
+    rclcpp::Logger _logger;
+};
+}  // namespace ros
+}  // namespace dai
\ No newline at end of file
diff --git a/depthai_bridge/package.xml b/depthai_bridge/package.xml
index 9002320b..99d0ca0e 100644
--- a/depthai_bridge/package.xml
+++ b/depthai_bridge/package.xml
@@ -25,6 +25,7 @@
   <depend>std_msgs</depend>
   <depend>stereo_msgs</depend>
   <depend>vision_msgs</depend>
+  <depend>tf2_ros</depend>
 
   <exec_depend>robot_state_publisher</exec_depend>
   <exec_depend>xacro</exec_depend>
diff --git a/depthai_bridge/src/TFPublisher.cpp b/depthai_bridge/src/TFPublisher.cpp
new file mode 100644
index 00000000..5c8e3d1c
--- /dev/null
+++ b/depthai_bridge/src/TFPublisher.cpp
@@ -0,0 +1,261 @@
+#include "depthai_bridge/TFPublisher.hpp"
+
+#include <dirent.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <sys/types.h>
+
+#include <memory>
+#include <string>
+#include <vector>
+
+#include "ament_index_cpp/get_package_share_directory.hpp"
+#include "geometry_msgs/msg/quaternion.hpp"
+#include "geometry_msgs/msg/transform_stamped.hpp"
+#include "nlohmann/json.hpp"
+#include "rclcpp/rclcpp.hpp"
+#include "tf2/LinearMath/Matrix3x3.h"
+#include "tf2/LinearMath/Quaternion.h"
+#include "tf2_geometry_msgs/tf2_geometry_msgs/tf2_geometry_msgs.hpp"
+
+namespace dai {
+namespace ros {
+TFPublisher::TFPublisher(rclcpp::Node* node,
+                         const dai::CalibrationHandler& calHandler,
+                         const std::vector<dai::CameraFeatures>& camFeatures,
+                         const std::string& camName,
+                         const std::string& camModel,
+                         const std::string& baseFrame,
+                         const std::string& parentFrame,
+                         const std::string& camPosX,
+                         const std::string& camPosY,
+                         const std::string& camPosZ,
+                         const std::string& camRoll,
+                         const std::string& camPitch,
+                         const std::string& camYaw,
+                         const std::string& imuFromDescr,
+                         const std::string& customURDFLocation,
+                         const std::string& customXacroArgs)
+    : _camName(camName),
+      _camModel(camModel),
+      _baseFrame(baseFrame),
+      _parentFrame(parentFrame),
+      _camPosX(camPosX),
+      _camPosY(camPosY),
+      _camPosZ(camPosZ),
+      _camRoll(camRoll),
+      _camPitch(camPitch),
+      _camYaw(camYaw),
+      _camFeatures(camFeatures),
+      _imuFromDescr(imuFromDescr),
+      _customURDFLocation(customURDFLocation),
+      _customXacroArgs(customXacroArgs),
+      _logger(node->get_logger()) {
+    _tfPub = std::make_shared<tf2_ros::StaticTransformBroadcaster>(node);
+
+    _paramClient = std::make_unique<rclcpp::AsyncParametersClient>(node, _camName + std::string("_state_publisher"));
+
+    auto json = calHandler.eepromToJson();
+    auto camData = json["cameraData"];
+    publishDescription();
+    publishCamTransforms(camData, node);
+    if(_imuFromDescr != "true") {
+        publishImuTransform(json, node);
+    }
+}
+
+void TFPublisher::publishDescription() {
+    auto urdf = getURDF();
+    auto robotDescr = rclcpp::Parameter("robot_description", urdf);
+    auto result = _paramClient->set_parameters({robotDescr});
+    RCLCPP_INFO(_logger, "Published URDF");
+}
+
+void TFPublisher::publishCamTransforms(nlohmann::json camData, rclcpp::Node* node) {
+    for(auto& cam : camData) {
+        geometry_msgs::msg::TransformStamped ts;
+        geometry_msgs::msg::TransformStamped opticalTS;
+        ts.header.stamp = node->get_clock()->now();
+        opticalTS.header.stamp = ts.header.stamp;
+        auto extrinsics = cam[1]["extrinsics"];
+
+        ts.transform.rotation = quatFromRotM(extrinsics["rotationMatrix"]);
+        ts.transform.translation = transFromExtr(extrinsics["translation"]);
+
+        std::string name = getCamSocketName(cam[0]);
+        ts.child_frame_id = _baseFrame + std::string("_") + name + std::string("_camera_frame");
+        // check if the camera is at the end of the chain
+        if(extrinsics["toCameraSocket"] != -1) {
+            ts.header.frame_id = _baseFrame + std::string("_") + getCamSocketName(extrinsics["toCameraSocket"].get<int>()) + std::string("_camera_frame");
+        } else {
+            ts.header.frame_id = _baseFrame;
+            ts.transform.rotation.w = 1.0;
+            ts.transform.rotation.x = 0.0;
+            ts.transform.rotation.y = 0.0;
+            ts.transform.rotation.z = 0.0;
+        }
+        // rotate optical fransform
+        opticalTS.child_frame_id = _baseFrame + std::string("_") + name + std::string("_camera_optical_frame");
+        opticalTS.header.frame_id = ts.child_frame_id;
+        opticalTS.transform.rotation.w = 0.5;
+        opticalTS.transform.rotation.x = -0.5;
+        opticalTS.transform.rotation.y = 0.5;
+        opticalTS.transform.rotation.z = -0.5;
+        _tfPub->sendTransform(ts);
+        _tfPub->sendTransform(opticalTS);
+    }
+}
+void TFPublisher::publishImuTransform(nlohmann::json json, rclcpp::Node* node) {
+    geometry_msgs::msg::TransformStamped ts;
+    ts.header.stamp = node->get_clock()->now();
+    auto imuExtr = json["imuExtrinsics"];
+    if(imuExtr["toCameraSocket"] != -1) {
+        ts.header.frame_id = _baseFrame + std::string("_") + getCamSocketName(imuExtr["toCameraSocket"].get<int>()) + std::string("_camera_frame");
+    } else {
+        ts.header.frame_id = _baseFrame;
+    }
+    ts.child_frame_id = _baseFrame + std::string("_imu_frame");
+
+    ts.transform.rotation = quatFromRotM(imuExtr["rotationMatrix"]);
+    ts.transform.translation = transFromExtr(imuExtr["translation"]);
+    bool zeroTrans = ts.transform.translation.x == 0 && ts.transform.translation.y == 0 && ts.transform.translation.z == 0;
+    bool zeroRot = ts.transform.rotation.w == 1 && ts.transform.rotation.x == 0 && ts.transform.rotation.y == 0 && ts.transform.rotation.z == 0;
+    if(zeroTrans || zeroRot) {
+        RCLCPP_WARN(_logger, "IMU extrinsics appear to be default. Check if the IMU is calibrated.");
+    }
+    _tfPub->sendTransform(ts);
+}
+
+std::string TFPublisher::getCamSocketName(int socketNum) {
+    std::string name;
+    for(auto& cam : _camFeatures) {
+        if(cam.socket == static_cast<dai::CameraBoardSocket>(socketNum)) {
+            if(cam.name == "color") {
+                name = "rgb";
+            } else {
+                name = cam.name;
+            }
+            return name;
+        }
+    }
+    throw std::runtime_error("Camera socket not found");
+}
+
+geometry_msgs::msg::Vector3 TFPublisher::transFromExtr(nlohmann::json translation) {
+    geometry_msgs::msg::Vector3 trans;
+    // optical coordinates to ROS
+    trans.x = translation["y"].get<double>() / -100.0;
+    trans.y = translation["x"].get<double>() / -100.0;
+    trans.z = translation["z"].get<double>() / 100.0;
+    return trans;
+}
+geometry_msgs::msg::Quaternion TFPublisher::quatFromRotM(nlohmann::json rotMatrix) {
+    tf2::Matrix3x3 m(rotMatrix[0][0],
+                     rotMatrix[0][1],
+                     rotMatrix[0][2],
+
+                     rotMatrix[1][0],
+                     rotMatrix[1][1],
+                     rotMatrix[1][2],
+
+                     rotMatrix[2][0],
+                     rotMatrix[2][1],
+                     rotMatrix[2][2]);
+
+    tf2::Quaternion q;
+    m.getRotation(q);
+    geometry_msgs::msg::Quaternion msg_quat = tf2::toMsg(q);
+    return msg_quat;
+}
+
+bool TFPublisher::modelNameAvailable() {
+    std::string path = ament_index_cpp::get_package_share_directory("depthai_descriptions") + "/urdf/models/";
+    DIR* dir;
+    struct dirent* ent;
+    convertModelName();
+    if((dir = opendir(path.c_str())) != NULL) {
+        while((ent = readdir(dir)) != NULL) {
+            auto name = std::string(ent->d_name);
+            RCLCPP_DEBUG(_logger, "Found model: %s", name.c_str());
+            if(name == _camModel + ".stl") {
+                return true;
+            }
+        }
+        closedir(dir);
+    } else {
+        throw std::runtime_error("Could not open depthai_descriptions package directory");
+    }
+    return false;
+}
+
+std::string TFPublisher::prepareXacroArgs() {
+    if(!_customURDFLocation.empty() || !modelNameAvailable()) {
+        RCLCPP_ERROR(
+            _logger,
+            "Model name %s not found in depthai_descriptions package. If camera model is autodetected, please notify developers. Using default model: OAK-D",
+            _camModel.c_str());
+        _camModel = "OAK-D";
+    }
+
+    std::string xacroArgs = "camera_name:=" + _camName;
+    xacroArgs += " camera_model:=" + _camModel;
+    xacroArgs += " base_frame:=" + _baseFrame;
+    xacroArgs += " parent_frame:=" + _parentFrame;
+    xacroArgs += " cam_pos_x:=" + _camPosX;
+    xacroArgs += " cam_pos_y:=" + _camPosY;
+    xacroArgs += " cam_pos_z:=" + _camPosZ;
+    xacroArgs += " cam_roll:=" + _camRoll;
+    xacroArgs += " cam_pitch:=" + _camPitch;
+    xacroArgs += " cam_yaw:=" + _camYaw;
+    xacroArgs += " has_imu:=" + _imuFromDescr;
+    return xacroArgs;
+}
+
+void TFPublisher::convertModelName() {
+    if(_camModel.find("OAK-D-PRO-POE") != std::string::npos || _camModel.find("OAK-D-PRO-W-POE") != std::string::npos
+       || _camModel.find("OAK-D-S2-POE") != std::string::npos) {
+        _camModel = "OAK-D-POE";
+    } else if(_camModel.find("OAK-D-LITE") != std::string::npos) {
+        _camModel = "OAK-D-PRO";
+    } else if(_camModel.find("OAK-D-S2") != std::string::npos) {
+        _camModel = "OAK-D-PRO";
+    } else if(_camModel.find("OAK-D-PRO-W") != std::string::npos) {
+        _camModel = "OAK-D-PRO";
+    } else if(_camModel.find("OAK-D-PRO") != std::string::npos) {
+        _camModel = "OAK-D-PRO";
+    } else if(_camModel.find("OAK-D-POE")) {
+        _camModel = "OAK-D-POE";
+    } else if(_camModel.find("OAK-D") != std::string::npos) {
+        _camModel = "OAK-D";
+    } else {
+        RCLCPP_WARN(_logger, "Unable to match model name: %s to available model family.", _camModel.c_str());
+    }
+}
+
+std::string TFPublisher::getURDF() {
+    std::string args, path;
+    if(_customXacroArgs.empty()) {
+        args = prepareXacroArgs();
+    } else {
+        args = _customXacroArgs;
+    }
+    if(_customURDFLocation.empty()) {
+        path = ament_index_cpp::get_package_share_directory("depthai_descriptions") + "/urdf/base_descr.urdf.xacro ";
+    } else {
+        path = _customURDFLocation + " ";
+    }
+    std::string cmd = "xacro " + path + args;
+    RCLCPP_DEBUG(_logger, "Xacro command: %s", cmd.c_str());
+    std::array<char, 128> buffer;
+    std::string result;
+    std::unique_ptr<FILE, decltype(&pclose)> pipe(popen(cmd.c_str(), "r"), pclose);
+    if(!pipe) {
+        throw std::runtime_error("popen() failed!");
+    }
+    while(fgets(buffer.data(), buffer.size(), pipe.get()) != nullptr) {
+        result += buffer.data();
+    }
+    return result;
+}
+}  // namespace ros
+}  // namespace dai
\ No newline at end of file
diff --git a/depthai_descriptions/launch/urdf_launch.py b/depthai_descriptions/launch/urdf_launch.py
index c60cfa45..039ddfaa 100644
--- a/depthai_descriptions/launch/urdf_launch.py
+++ b/depthai_descriptions/launch/urdf_launch.py
@@ -1,38 +1,39 @@
 from launch import LaunchDescription
 from launch.actions import DeclareLaunchArgument, OpaqueFunction
-from launch_ros.actions import Node
+from launch_ros.actions import Node, LoadComposableNodes
+from launch_ros.descriptions import ComposableNode
 from launch.substitutions import LaunchConfiguration, Command
+from launch.conditions import IfCondition, UnlessCondition
 from ament_index_python.packages import get_package_share_directory
 import os
 
-from launch import LaunchDescription
-from launch.actions import DeclareLaunchArgument
-from launch_ros.actions import Node
-from launch.substitutions import LaunchConfiguration, Command
-from ament_index_python.packages import get_package_share_directory
-import os
 
 def launch_setup(context, *args, **kwargs):
     bringup_dir = get_package_share_directory('depthai_descriptions')
     xacro_path = os.path.join(bringup_dir, 'urdf', 'depthai_descr.urdf.xacro')
 
-    camera_model = LaunchConfiguration('camera_model',  default = 'OAK-D')
-    tf_prefix    = LaunchConfiguration('tf_prefix',     default = 'oak')
-    base_frame   = LaunchConfiguration('base_frame',    default = 'oak-d_frame')
-    parent_frame = LaunchConfiguration('parent_frame',  default = 'oak-d-base-frame')
-    cam_pos_x    = LaunchConfiguration('cam_pos_x',     default = '0.0')
-    cam_pos_y    = LaunchConfiguration('cam_pos_y',     default = '0.0')
-    cam_pos_z    = LaunchConfiguration('cam_pos_z',     default = '0.0')
-    cam_roll     = LaunchConfiguration('cam_roll',      default = '1.5708')
-    cam_pitch    = LaunchConfiguration('cam_pitch',     default = '0.0')
-    cam_yaw      = LaunchConfiguration('cam_yaw',       default = '1.5708')
-    namespace    = LaunchConfiguration('namespace',     default = '')
-
-
-    rsp_node =  Node(
+    camera_model = LaunchConfiguration('camera_model',  default='OAK-D')
+    tf_prefix = LaunchConfiguration('tf_prefix',     default='oak')
+    base_frame = LaunchConfiguration('base_frame',    default='oak-d_frame')
+    parent_frame = LaunchConfiguration(
+        'parent_frame',  default='oak-d-base-frame')
+    cam_pos_x = LaunchConfiguration('cam_pos_x',     default='0.0')
+    cam_pos_y = LaunchConfiguration('cam_pos_y',     default='0.0')
+    cam_pos_z = LaunchConfiguration('cam_pos_z',     default='0.0')
+    cam_roll = LaunchConfiguration('cam_roll',      default='1.5708')
+    cam_pitch = LaunchConfiguration('cam_pitch',     default='0.0')
+    cam_yaw = LaunchConfiguration('cam_yaw',       default='1.5708')
+    namespace = LaunchConfiguration('namespace',     default='')
+    use_composition = LaunchConfiguration('use_composition', default='false')
+
+    name = LaunchConfiguration('tf_prefix').perform(context)
+
+    return [
+        Node(
             package='robot_state_publisher',
+            condition=UnlessCondition(use_composition),
             executable='robot_state_publisher',
-            name=LaunchConfiguration('tf_prefix').perform(context)+"_state_publisher",
+            name=name+'_state_publisher',
             namespace=namespace,
             parameters=[{'robot_description': Command(
                 [
@@ -48,9 +49,32 @@ def launch_setup(context, *args, **kwargs):
                     'cam_pitch:=', cam_pitch, ' ',
                     'cam_yaw:=', cam_yaw
                 ])}]
-        )
+            ),
+            LoadComposableNodes(
+            target_container=name+"_container",
+            condition=IfCondition(use_composition),
+            composable_node_descriptions=[
+                ComposableNode(
+                    package='robot_state_publisher',
+                    plugin='robot_state_publisher::RobotStatePublisher',
+                    name=name+'_state_publisher',
+                    parameters=[{'robot_description': Command(
+                        [
+                            'xacro', ' ', xacro_path, ' ',
+                            'camera_name:=', tf_prefix, ' ',
+                            'camera_model:=', camera_model, ' ',
+                            'base_frame:=', base_frame, ' ',
+                            'parent_frame:=', parent_frame, ' ',
+                            'cam_pos_x:=', cam_pos_x, ' ',
+                            'cam_pos_y:=', cam_pos_y, ' ',
+                            'cam_pos_z:=', cam_pos_z, ' ',
+                            'cam_roll:=', cam_roll, ' ',
+                            'cam_pitch:=', cam_pitch, ' ',
+                            'cam_yaw:=', cam_yaw
+                        ])}]
+                )])
+            ]
 
-    return [rsp_node]
 
 def generate_launch_description():
     declared_arguments = [
@@ -106,7 +130,11 @@ def generate_launch_description():
         DeclareLaunchArgument(
             'cam_yaw',
             default_value='0.0',
-            description='Yaw orientation of the camera with respect to the base frame.')
+            description='Yaw orientation of the camera with respect to the base frame.'),
+        DeclareLaunchArgument(
+            'use_composition',
+            default_value='false',
+            description='Use composition to start the robot_state_publisher node. Default value will be false')
     ]
 
     return LaunchDescription(
diff --git a/depthai_descriptions/urdf/base_descr.urdf.xacro b/depthai_descriptions/urdf/base_descr.urdf.xacro
new file mode 100644
index 00000000..e5d04601
--- /dev/null
+++ b/depthai_descriptions/urdf/base_descr.urdf.xacro
@@ -0,0 +1,21 @@
+<?xml version="1.0"?>
+<robot name="depthai_camera" xmlns:xacro="http://ros.org/wiki/xacro">
+
+    <xacro:arg name="camera_name"   default="oak" />
+    <xacro:arg name="camera_model"  default="OAK-D" />
+    <xacro:arg name="base_frame"    default="oak-d_frame" />
+    <xacro:arg name="parent_frame"  default="oak-d-base-frame" />
+    <xacro:arg name="cam_pos_x"     default="0.0" />
+    <xacro:arg name="cam_pos_y"     default="0.0" />
+    <xacro:arg name="cam_pos_z"     default="0.0" />
+    <xacro:arg name="cam_roll"      default="0.0" />
+    <xacro:arg name="cam_pitch"     default="0.0" />
+    <xacro:arg name="cam_yaw"       default="0.0" />
+    <xacro:arg name="has_imu"       default="false" />
+
+    <xacro:include filename="$(find depthai_descriptions)/urdf/include/base_macro.urdf.xacro"/>
+
+    <link name="$(arg parent_frame)"/>
+    <xacro:base camera_name = "$(arg camera_name)" parent = "$(arg parent_frame)" camera_model = "$(arg camera_model)" base_frame = "$(arg base_frame)" cam_pos_x = "$(arg cam_pos_x)" cam_pos_y = "$(arg cam_pos_y)" cam_pos_z = "$(arg cam_pos_z)" cam_roll = "$(arg cam_roll)" cam_pitch = "$(arg cam_pitch)" cam_yaw = "$(arg cam_yaw)" has_imu="$(arg has_imu)"/>
+
+</robot>
diff --git a/depthai_descriptions/urdf/include/base_macro.urdf.xacro b/depthai_descriptions/urdf/include/base_macro.urdf.xacro
new file mode 100644
index 00000000..e46e3bca
--- /dev/null
+++ b/depthai_descriptions/urdf/include/base_macro.urdf.xacro
@@ -0,0 +1,78 @@
+<?xml version="1.0"?>
+<robot name="base"
+    xmlns:xacro="http://ros.org/wiki/xacro">
+
+    <xacro:macro name="base" params="camera_name camera_model parent base_frame 
+                                           cam_pos_x cam_pos_y cam_pos_z 
+                                           cam_roll cam_pitch cam_yaw has_imu r:=0.8 g:=0.8 b:=0.8 a:=0.8 ">
+        <!-- base_link of the sensor-->
+        <link name="${base_frame}"/>
+        <xacro:property name="M_PI" value="3.1415926535897931" />
+        <xacro:property name="model" value="${camera_model}" />
+
+        <joint name="${camera_name}_center_joint" type="fixed">
+            <parent link="${parent}"/>
+            <child link="${base_frame}"/>
+            <origin xyz="${cam_pos_x} ${cam_pos_y} ${cam_pos_z}" rpy="${cam_roll} ${cam_pitch} ${cam_yaw}" />
+        </joint>
+
+        <!-- device Center -->
+        <link name="${camera_name}_model_origin">
+            <visual>
+                <origin xyz="0 0 0" rpy="0 0 0"/>
+                <geometry>
+                    <mesh filename="package://depthai_descriptions/urdf/models/${model}.stl" />
+                </geometry>
+                <material name="mat">
+                    <color rgba="${r} ${g} ${b} ${a}"/>
+                </material>
+            </visual>
+        </link>
+
+        <joint name="${camera_name}_model_origin_joint" type="fixed">
+            <parent link="${base_frame}"/>
+            <child link="${camera_name}_model_origin"/>
+            <origin xyz="0 0 0" rpy="1.5708 0 1.5708" />
+        </joint>
+
+
+        <!-- IMU -->
+
+        <xacro:if value="${model == 'OAK-D'}">
+            <xacro:property name="imu_offset_x" value="0.0" />
+            <xacro:property name="imu_offset_y" value="-0.015" />
+            <xacro:property name="imu_offset_z" value="-0.013662" />
+            <xacro:property name="imu_r" value="0.0" />
+            <xacro:property name="imu_p" value="${M_PI/2.0}" />
+            <xacro:property name="imu_y" value="0.0" />
+        </xacro:if>
+
+        <xacro:if value="${model == 'OAK-D-PRO'}">
+            <xacro:property name="imu_offset_x" value="-0.008" />
+            <xacro:property name="imu_offset_y" value="-0.037945" />
+            <xacro:property name="imu_offset_z" value="-0.00079" />
+            <xacro:property name="imu_r" value="${M_PI}" />
+            <xacro:property name="imu_p" value="${M_PI/2.0}" />
+            <xacro:property name="imu_y" value="0.0" />
+        </xacro:if>
+
+        <xacro:if value="${model == 'OAK-D-POE'}">
+            <xacro:property name="imu_offset_x" value="-0.008" />
+            <xacro:property name="imu_offset_y" value="-0.04" />
+            <xacro:property name="imu_offset_z" value="-0.020265" />
+            <xacro:property name="imu_r" value="${M_PI}" />
+            <xacro:property name="imu_p" value="${M_PI/2.0}" />
+            <xacro:property name="imu_y" value="0.0" />
+        </xacro:if>
+
+        <xacro:if value="${has_imu}">
+            <link name="${camera_name}_imu_frame" />
+            <joint name="${camera_name}_imu_joint" type="fixed">
+                <parent link="${base_frame}"/>
+                <child link="${camera_name}_imu_frame"/>
+                <origin xyz="${imu_offset_x} ${imu_offset_y} ${imu_offset_z}" rpy="${imu_r} ${imu_p} ${imu_y}" />
+            </joint>
+        </xacro:if>
+
+    </xacro:macro>
+</robot>
\ No newline at end of file
diff --git a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
index df541ec7..d16b7f43 100644
--- a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
+++ b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
@@ -1,119 +1,76 @@
 <?xml version="1.0"?>
-<robot name="depthai_camera" xmlns:xacro="http://ros.org/wiki/xacro">
+<robot name="depthai_camera"
+    xmlns:xacro="http://ros.org/wiki/xacro">
 
-<xacro:macro name="depthai_camera" params="camera_name camera_model parent base_frame 
+    <xacro:macro name="depthai_camera" params="camera_name camera_model parent base_frame 
                                            cam_pos_x cam_pos_y cam_pos_z 
-                                           cam_roll cam_pitch cam_yaw
-                                           r:=0.8 g:=0.8 b:=0.8 a:=0.8">
-
-    <xacro:property name="M_PI"     value="3.1415926535897931" />
-    <xacro:property name="model"    value="${camera_model}" />
-    <xacro:property name="has_imu" value="false" />
-
-    <!-- <xacro:if value="${model == 'BW1098OAK'}">
-    </xacro:if> -->
-
-    <xacro:property name="baseline" value="0.075" />
-    <xacro:if value="${model == 'OAK-D'}">
-      <xacro:property name="has_imu" value="true" />
-      <xacro:property name="imu_offset_x" value="0.0" />
-      <xacro:property name="imu_offset_y" value="-0.015" />
-      <xacro:property name="imu_offset_z" value="-0.013662" />
-      <xacro:property name="imu_r" value="0" />
-      <xacro:property name="imu_p" value="1.5708" />
-      <xacro:property name="imu_y" value="0" />
-    </xacro:if>
-
-    <!-- base_link of the sensor-->
-    <link name="${base_frame}"/>
-
-    <joint name="${camera_name}_center_joint" type="fixed">
-        <parent link="${parent}"/>
-        <child link="${base_frame}"/>
-        <origin xyz="${cam_pos_x} ${cam_pos_y} ${cam_pos_z}" rpy="${cam_roll} ${cam_pitch} ${cam_yaw}" />
-    </joint>
-
-<!-- device Center -->
-    <link name="${camera_name}_model_origin">
-        <visual>
-            <origin xyz="0 0 0" rpy="0 0 0"/>
-            <geometry>
-                <mesh filename="package://depthai_descriptions/urdf/models/${model}.stl" />
-            </geometry>
-            <material name="mat">
-                <color rgba="${r} ${g} ${b} ${a}"/>
-            </material>
-        </visual>
-    </link>
-
-    <joint name="${camera_name}_model_origin_joint" type="fixed">
-        <parent link="${base_frame}"/>
-        <child link="${camera_name}_model_origin"/>
-        <origin xyz="0 0 0" rpy="1.5708 0 1.5708" />
-    </joint>
-
-<!-- IMU -->
-    <xacro:if value="${has_imu}">
-        <link name="${camera_name}_imu_frame" />
-        <joint name="${camera_name}_imu_joint" type="fixed">
+                                           cam_roll cam_pitch cam_yaw r:=0.8 g:=0.8 b:=0.8 a:=0.8 ">
+
+        <xacro:include filename="$(find depthai_descriptions)/urdf/include/base_macro.urdf.xacro"/>
+        <xacro:property name="M_PI" value="3.1415926535897931" />
+        <xacro:property name="model" value="${camera_model}" />
+        <xacro:property name="has_imu" value="false" />
+        <xacro:property name="baseline" value="0.075" />
+
+        <xacro:if value="${model == 'OAK-D'}">
+            <xacro:property name="has_imu" value="true" />
+        </xacro:if>
+
+        <xacro:base camera_name = "$(arg camera_name)" parent = "$(arg parent_frame)" camera_model = "$(arg camera_model)" base_frame = "$(arg base_frame)" cam_pos_x = "$(arg cam_pos_x)" cam_pos_y = "$(arg cam_pos_y)" cam_pos_z = "$(arg cam_pos_z)" cam_roll = "$(arg cam_roll)" cam_pitch = "$(arg cam_pitch)" cam_yaw = "$(arg cam_yaw)" has_imu="${has_imu}"/>
+
+        <!-- RGB Camera -->
+        <link name="${camera_name}_rgb_camera_frame" />
+
+        <joint name="${camera_name}_rgb_camera_joint" type="fixed">
+            <parent link="${base_frame}"/>
+            <child link="${camera_name}_rgb_camera_frame"/>
+            <origin xyz="0 0 0" rpy="0 0 0" />
+        </joint>
+
+        <link name="${camera_name}_rgb_camera_optical_frame"/>
+
+        <joint name="${camera_name}_rgb_camera_optical_joint" type="fixed">
+            <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
+            <parent link="${camera_name}_rgb_camera_frame"/>
+            <child link="${camera_name}_rgb_camera_optical_frame"/>
+        </joint>
+
+        <!-- Left Camera -->
+        <link name="${camera_name}_left_camera_frame" />
+
+        <joint name="${camera_name}_left_camera_joint" type="fixed">
+            <parent link="${base_frame}"/>
+            <child link="${camera_name}_left_camera_frame"/>
+            <origin xyz="0 ${baseline/2} 0" rpy="0 0 0" />
+        </joint>
+
+        <link name="${camera_name}_left_camera_optical_frame"/>
+
+        <joint name="${camera_name}_left_camera_optical_joint" type="fixed">
+            <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
+            <parent link="${camera_name}_left_camera_frame"/>
+            <child link="${camera_name}_left_camera_optical_frame"/>
+        </joint>
+
+
+        <!-- right Camera -->
+        <link name="${camera_name}_right_camera_frame" />
+
+        <joint name="${camera_name}_right_camera_joint" type="fixed">
             <parent link="${base_frame}"/>
-            <child link="${camera_name}_imu_frame"/>
-            <origin xyz="${imu_offset_x} ${imu_offset_y} ${imu_offset_z}" rpy="${imu_r} ${imu_p} ${imu_y}" />
+            <child link="${camera_name}_right_camera_frame"/>
+            <origin xyz="0 -${baseline/2} 0" rpy="0 0 0" />
         </joint>
-    </xacro:if>
-
-<!-- RGB Camera -->
-    <link name="${camera_name}_rgb_camera_frame" />
-    
-    <joint name="${camera_name}_rgb_camera_joint" type="fixed">
-        <parent link="${base_frame}"/>
-        <child link="${camera_name}_rgb_camera_frame"/>
-        <origin xyz="0 0 0" rpy="0 0 0" />
-    </joint>
-
-    <link name="${camera_name}_rgb_camera_optical_frame"/>
-    
-    <joint name="${camera_name}_rgb_camera_optical_joint" type="fixed">
-        <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
-        <parent link="${camera_name}_rgb_camera_frame"/>
-        <child link="${camera_name}_rgb_camera_optical_frame"/>
-    </joint>
-
-<!-- Left Camera -->
-    <link name="${camera_name}_left_camera_frame" />
-    
-    <joint name="${camera_name}_left_camera_joint" type="fixed">
-        <parent link="${base_frame}"/>
-        <child link="${camera_name}_left_camera_frame"/>
-        <origin xyz="0 ${baseline/2} 0" rpy="0 0 0" />
-    </joint>
-
-    <link name="${camera_name}_left_camera_optical_frame"/>
-    
-    <joint name="${camera_name}_left_camera_optical_joint" type="fixed">
-        <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
-        <parent link="${camera_name}_left_camera_frame"/>
-        <child link="${camera_name}_left_camera_optical_frame"/>
-    </joint>
-
-    
-<!-- right Camera -->
-    <link name="${camera_name}_right_camera_frame" />
-    
-    <joint name="${camera_name}_right_camera_joint" type="fixed">
-        <parent link="${base_frame}"/>
-        <child link="${camera_name}_right_camera_frame"/>
-        <origin xyz="0 -${baseline/2} 0" rpy="0 0 0" />
-    </joint>
-
-    <link name="${camera_name}_right_camera_optical_frame"/>
-    
-    <joint name="${camera_name}_right_camera_optical_joint" type="fixed">
-        <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
-        <parent link="${camera_name}_right_camera_frame"/>
-        <child link="${camera_name}_right_camera_optical_frame"/>
-    </joint>
-
-</xacro:macro>
-
-</robot>
+
+        <link name="${camera_name}_right_camera_optical_frame"/>
+
+        <joint name="${camera_name}_right_camera_optical_joint" type="fixed">
+            <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
+            <parent link="${camera_name}_right_camera_frame"/>
+            <child link="${camera_name}_right_camera_optical_frame"/>
+        </joint>
+
+
+    </xacro:macro>
+
+</robot>
\ No newline at end of file
diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index 2b4455fe..44ebc400 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -33,7 +33,7 @@ rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::WLSFilter")
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::SpatialBB")
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::FeatureTrackerOverlay")
 rclcpp_components_register_nodes(${PROJECT_NAME} "${PROJECT_NAME}::Features3D")
-ament_export_include_directories(include)
+
 install(DIRECTORY launch config DESTINATION share/${PROJECT_NAME})
 install(
   TARGETS
diff --git a/depthai_ros_driver/include/depthai_ros_driver/camera.hpp b/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
index e4299445..12376b38 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
@@ -4,6 +4,7 @@
 #include <string>
 #include <vector>
 
+#include "depthai_bridge/TFPublisher.hpp"
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
 #include "depthai_ros_driver/param_handlers/camera_param_handler.hpp"
 #include "diagnostic_msgs/msg/diagnostic_array.hpp"
@@ -20,18 +21,48 @@ using Trigger = std_srvs::srv::Trigger;
 class Camera : public rclcpp::Node {
    public:
     explicit Camera(const rclcpp::NodeOptions& options = rclcpp::NodeOptions());
+    /*
+     * @brief      Destructor of the class Camera. Stops the device and destroys the pipeline.
+     */
+    ~Camera();
+    /*
+     * @brief Creates the pipeline and starts the device. Also sets up parameter callback and services.
+     */
     void onConfigure();
 
    private:
+    /*
+     * @brief      Print information about the device type.
+     */
     void getDeviceType();
+    /*
+     * @brief      Create the pipeline by using PipelineGenerator.
+     */
     void createPipeline();
-    void loadNodes();
+    /*
+     * @brief      Connect either to a first available device or to a device with a specific USB port, MXID or IP. Loops continuously until a device is found.
+     */
     void startDevice();
-    void rgbPipeline();
+    /*
+     * @brief      Sets up the queues and creates publishers for the nodes in the pipeline.
+     */
     void setupQueues();
+    /*
+     * @brief Sets IR floodlight and dot pattern projector.
+     */
     void setIR();
+    /*
+     * @brief Saves pipeline as a json to a file.
+     */
     void savePipeline();
+    /*
+     * @brief Saves calibration data to a json file.
+     */
     void saveCalib();
+    /*
+     * @brief Loads calibration data from a path.
+     * @param path Path to the calibration file.
+     */
     void loadCalib(const std::string& path);
     rcl_interfaces::msg::SetParametersResult parameterCB(const std::vector<rclcpp::Parameter>& params);
     OnSetParametersCallbackHandle::SharedPtr paramCBHandle;
@@ -58,5 +89,6 @@ class Camera : public rclcpp::Node {
     std::shared_ptr<dai::Device> device;
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
     bool camRunning = false;
+    std::unique_ptr<dai::ros::TFPublisher> tfPub;
 };
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
index 8092ae49..4b68ae2d 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
@@ -3,11 +3,13 @@
 #include <memory>
 #include <string>
 
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai/pipeline/Node.hpp"
 
 namespace dai {
 class Pipeline;
 class Device;
+class CameraFeatures;
 }  // namespace dai
 
 namespace rclcpp {
@@ -19,20 +21,50 @@ namespace depthai_ros_driver {
 namespace dai_nodes {
 class BaseNode {
    public:
+    /*
+     * @brief      Constructor of the class BaseNode. Creates a node in the pipeline.
+     *
+     * @param[in]  daiNodeName  The dai node name
+     * @param      node         The node
+     * @param      pipeline     The pipeline
+     */
     BaseNode(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
     virtual ~BaseNode();
     virtual void updateParams(const std::vector<rclcpp::Parameter>& params);
     virtual void link(dai::Node::Input in, int linkType = 0);
     virtual dai::Node::Input getInput(int linkType = 0);
     virtual void setupQueues(std::shared_ptr<dai::Device> device) = 0;
+    /*
+     * @brief      Sets the names of the queues.
+     */
     virtual void setNames() = 0;
+    /*
+     * @brief      Link inputs and outputs.
+     *
+     * @param      pipeline  The pipeline
+     */
     virtual void setXinXout(std::shared_ptr<dai::Pipeline> pipeline) = 0;
     virtual void closeQueues() = 0;
 
     void setNodeName(const std::string& daiNodeName);
     void setROSNodePointer(rclcpp::Node* node);
+    /*
+     * @brief      Gets the ROS node pointer.
+     *
+     * @return     The ROS node pointer.
+     */
     rclcpp::Node* getROSNode();
+    /*
+     * @brief      Gets the name of the node.
+     *
+     * @return     The name.
+     */
     std::string getName();
+    /*
+     * @brief    Append ROS node name to the frameName given.
+     *
+     * @param[in]  frameName  The frame name
+     */
     std::string getTFPrefix(const std::string& frameName = "");
     bool ipcEnabled();
 
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index b80bbbf9..ec3a390b 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -27,6 +27,14 @@ namespace nn {
 template <typename T>
 class Detection : public BaseNode {
    public:
+    /*
+     * @brief      Constructor of the class Detection. Creates a DetectionNetwork node in the pipeline. Also creates an ImageManip node in the pipeline.
+     *             The ImageManip node is used to resize the input frames to the size required by the DetectionNetwork node.
+     *
+     * @param[in]  daiNodeName  The dai node name
+     * @param      node         The node
+     * @param      pipeline     The pipeline
+     */
     Detection(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline) : BaseNode(daiNodeName, node, pipeline) {
         RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
         setNames();
@@ -39,7 +47,12 @@ class Detection : public BaseNode {
         setXinXout(pipeline);
     }
     ~Detection() = default;
-
+    /*
+     * @brief      Sets up the queues for the DetectionNetwork node and the ImageManip node. Also sets up the publishers for the DetectionNetwork node and the
+     * ImageManip node.
+     *
+     * @param      device  The device
+     */
     void setupQueues(std::shared_ptr<dai::Device> device) override {
         nnQ = device->getOutputQueue(nnQName, ph->getParam<int>("i_max_q_size"), false);
         auto tfPrefix = getTFPrefix("rgb");
@@ -77,19 +90,38 @@ class Detection : public BaseNode {
             ptQ->addCallback(std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
         }
     };
+    /*
+     * @brief      Links the input of the DetectionNetwork node to the output of the ImageManip node.
+     *
+     * @param[in]  in        The input of the DetectionNetwork node
+     * @param[in]  linkType  The link type (not used)
+     */
     void link(dai::Node::Input in, int /*linkType*/) override {
         detectionNode->out.link(in);
     };
+    /*
+     * @brief      Gets the input of the DetectionNetwork node.
+     *
+     * @param[in]  linkType  The link type (not used)
+     *
+     * @return     The input of the DetectionNetwork node.
+     */
     dai::Node::Input getInput(int /*linkType*/) override {
         if(ph->getParam<bool>("i_disable_resize")) {
             return detectionNode->input;
         }
         return imageManip->inputImage;
     };
+
     void setNames() override {
         nnQName = getName() + "_nn";
         ptQName = getName() + "_pt";
     };
+    /*
+     * @brief      Sets the XLinkOut for the DetectionNetwork node and the ImageManip node. Additionally enables the passthrough.
+     *
+     * @param      pipeline  The pipeline
+     */
     void setXinXout(std::shared_ptr<dai::Pipeline> pipeline) override {
         xoutNN = pipeline->create<dai::node::XLinkOut>();
         xoutNN->setStreamName(nnQName);
@@ -100,6 +132,9 @@ class Detection : public BaseNode {
             detectionNode->passthrough.link(xoutPT->input);
         }
     };
+    /*
+     * @brief      Closes the queues for the DetectionNetwork node and the passthrough.
+     */
     void closeQueues() override {
         nnQ->close();
         if(ph->getParam<bool>("i_enable_passthrough")) {
@@ -112,6 +147,12 @@ class Detection : public BaseNode {
     };
 
    private:
+    /*
+     * @brief      Callback for the DetectionNetwork node. Converts the ImgDetections to Detection2DArray and publishes it.
+     *
+     * @param[in]  name  The name of the stream
+     * @param[in]  data  The DAI data
+     */
     void detectionCB(const std::string& /*name*/, const std::shared_ptr<dai::ADatatype>& data) {
         auto inDet = std::dynamic_pointer_cast<dai::ImgDetections>(data);
         std::deque<vision_msgs::msg::Detection2DArray> deq;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_pipeline.hpp b/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_pipeline.hpp
index 2959e68b..ffce5152 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_pipeline.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/pipeline/base_pipeline.hpp
@@ -50,7 +50,6 @@ class BasePipeline {
 
    protected:
     BasePipeline(){};
-    const std::string alphabet = "abcdefghijklmnopqrstuvwxyz";
     std::unordered_map<std::string, NNType> nnTypeMap = {
         {"", NNType::None},
         {"NONE", NNType::None},
diff --git a/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
index ff7fdefd..5904c4ef 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
@@ -23,7 +23,28 @@ enum class PipelineType { RGB, RGBD, RGBStereo, Stereo, Depth, CamArray };
 class PipelineGenerator {
    public:
     ~PipelineGenerator() = default;
+    /*
+     * @brief      Validates the pipeline type. If the pipeline type is not valid for the number of sensors, it will be changed to the default type.
+     *
+     * @param      node       The node
+     * @param[in]  type       The type
+     * @param[in]  sensorNum  The sensor number
+     *
+     * @return     The validated pipeline type.
+     */
     PipelineType validatePipeline(rclcpp::Node* node, PipelineType type, int sensorNum);
+    /*
+     * @brief      Creates the pipeline by using a plugin. Plugin types need to be of type depthai_ros_driver::pipeline_gen::BasePipeline.
+     *
+     * @param      node          The node
+     * @param      device        The device
+     * @param      pipeline      The pipeline
+     * @param[in]  pipelineType  The pipeline type name (plugin name or one of the default types)
+     * @param[in]  nnType        The neural network type (none, rgb, spatial)
+     * @param[in]  enableImu     Indicates if IMU is enabled
+     *
+     * @return     Vector BaseNodes created.
+     */
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> createPipeline(rclcpp::Node* node,
                                                                      std::shared_ptr<dai::Device> device,
                                                                      std::shared_ptr<dai::Pipeline> pipeline,
diff --git a/depthai_ros_driver/launch/camera.launch.py b/depthai_ros_driver/launch/camera.launch.py
index de295f59..a51dd3f8 100644
--- a/depthai_ros_driver/launch/camera.launch.py
+++ b/depthai_ros_driver/launch/camera.launch.py
@@ -31,17 +31,43 @@ def launch_setup(context, *args, **kwargs):
     cam_roll     = LaunchConfiguration('cam_roll',      default = '0.0')
     cam_pitch    = LaunchConfiguration('cam_pitch',     default = '0.0')
     cam_yaw      = LaunchConfiguration('cam_yaw',       default = '0.0')
+    use_composition = LaunchConfiguration('rsp_use_composition', default='true')
+    imu_from_descr = LaunchConfiguration('imu_from_descr', default='false')
+    pass_tf_args_as_params = LaunchConfiguration('pass_tf_args_as_params', default='false')
+    override_cam_model = LaunchConfiguration('override_cam_model', default='false')
+
+    tf_params = {}
+    if(pass_tf_args_as_params.perform(context) == 'true'):
+        cam_model = ''
+        if override_cam_model.perform(context) == 'true':
+            cam_model = camera_model.perform(context)
+        tf_params = {'camera': {
+            'i_publish_tf_from_calibration': True,
+            'i_tf_tf_prefix': name,
+            'i_tf_camera_model': cam_model,
+            'i_tf_base_frame': name,
+            'i_tf_parent_frame': parent_frame.perform(context),
+            'i_tf_cam_pos_x': cam_pos_x.perform(context),
+            'i_tf_cam_pos_y': cam_pos_y.perform(context),
+            'i_tf_cam_pos_z': cam_pos_z.perform(context),
+            'i_tf_cam_roll': cam_roll.perform(context),
+            'i_tf_cam_pitch': cam_pitch.perform(context),
+            'i_tf_cam_yaw': cam_yaw.perform(context),
+            'i_tf_imu_from_descr': imu_from_descr.perform(context),
+        }
+        }
+    
     use_gdb      = LaunchConfiguration('use_gdb',       default = 'false')
     use_valgrind = LaunchConfiguration('use_valgrind',  default = 'false')
     use_perf     = LaunchConfiguration('use_perf',      default = 'false')
 
     launch_prefix = ''
 
-    if (LaunchConfiguration('use_gdb').perform(context) == 'true'):
+    if (use_gdb.perform(context) == 'true'):
         launch_prefix += "gdb -ex run --args "
-    if (LaunchConfiguration('use_valgrind').perform(context) == 'true'):
+    if (use_valgrind.perform(context) == 'true'):
         launch_prefix += "valgrind --tool=callgrind"
-    if (LaunchConfiguration('use_perf').perform(context) == 'true'):
+    if (use_perf.perform(context) == 'true'):
         launch_prefix += "perf record -g --call-graph dwarf --output=perf.out.node_name.data --"
     return [
             Node(
@@ -64,7 +90,8 @@ def launch_setup(context, *args, **kwargs):
                               'cam_pos_z': cam_pos_z,
                               'cam_roll': cam_roll,
                               'cam_pitch': cam_pitch,
-                              'cam_yaw': cam_yaw}.items()),
+                              'cam_yaw': cam_yaw,
+                              'use_composition': use_composition}.items()),
 
         ComposableNodeContainer(
             name=name+"_container",
@@ -76,7 +103,7 @@ def launch_setup(context, *args, **kwargs):
                         package="depthai_ros_driver",
                         plugin="depthai_ros_driver::Camera",
                         name=name,
-                        parameters=[params_file],
+                        parameters=[params_file, tf_params],
                     )
             ],
             arguments=['--ros-args', '--log-level', log_level],
@@ -103,6 +130,10 @@ def generate_launch_description():
         DeclareLaunchArgument("params_file", default_value=os.path.join(depthai_prefix, 'config', 'camera.yaml')),
         DeclareLaunchArgument("use_rviz", default_value='false'),
         DeclareLaunchArgument("rviz_config", default_value=os.path.join(depthai_prefix, "config", "rviz", "rgbd.rviz")),
+        DeclareLaunchArgument("rsp_use_composition", default_value='true'),
+        DeclareLaunchArgument("pass_tf_args_as_params", default_value='false', description='Enables TF publishing from camera calibration file.'),
+        DeclareLaunchArgument("imu_from_descr", default_value='false', description='Enables IMU publishing from URDF.'),
+        DeclareLaunchArgument("override_cam_model", default_value='false', description='Overrides camera model from calibration file.'),
         DeclareLaunchArgument("use_gdb", default_value='false'),
         DeclareLaunchArgument("use_valgrind", default_value='false'),
         DeclareLaunchArgument("use_perf", default_value='false')
diff --git a/depthai_ros_driver/src/camera.cpp b/depthai_ros_driver/src/camera.cpp
index 5e954c77..b9f14844 100644
--- a/depthai_ros_driver/src/camera.cpp
+++ b/depthai_ros_driver/src/camera.cpp
@@ -5,6 +5,7 @@
 #include "ament_index_cpp/get_package_share_directory.hpp"
 #include "depthai/device/Device.hpp"
 #include "depthai/pipeline/Pipeline.hpp"
+#include "depthai_bridge/TFPublisher.hpp"
 #include "depthai_ros_driver/pipeline/pipeline_generator.hpp"
 #include "diagnostic_msgs/msg/diagnostic_status.hpp"
 
@@ -15,6 +16,7 @@ Camera::Camera(const rclcpp::NodeOptions& options) : rclcpp::Node("camera", opti
     ph->declareParams();
     onConfigure();
 }
+Camera::~Camera() = default;
 void Camera::onConfigure() {
     getDeviceType();
     createPipeline();
@@ -26,6 +28,31 @@ void Camera::onConfigure() {
     stopSrv = this->create_service<Trigger>("~/stop_camera", std::bind(&Camera::stopCB, this, std::placeholders::_1, std::placeholders::_2));
     savePipelineSrv = this->create_service<Trigger>("~/save_pipeline", std::bind(&Camera::savePipelineCB, this, std::placeholders::_1, std::placeholders::_2));
     saveCalibSrv = this->create_service<Trigger>("~/save_calibration", std::bind(&Camera::saveCalibCB, this, std::placeholders::_1, std::placeholders::_2));
+
+    // If model name not set get one from the device
+    std::string camModel = ph->getParam<std::string>("i_tf_camera_model");
+    if(camModel.empty()) {
+        camModel = device->getDeviceName();
+    }
+
+    if(ph->getParam<bool>("i_publish_tf_from_calibration")) {
+        tfPub = std::make_unique<dai::ros::TFPublisher>(this,
+                                                        device->readCalibration(),
+                                                        device->getConnectedCameraFeatures(),
+                                                        ph->getParam<std::string>("i_tf_camera_name"),
+                                                        camModel,
+                                                        ph->getParam<std::string>("i_tf_base_frame"),
+                                                        ph->getParam<std::string>("i_tf_parent_frame"),
+                                                        ph->getParam<std::string>("i_tf_cam_pos_x"),
+                                                        ph->getParam<std::string>("i_tf_cam_pos_y"),
+                                                        ph->getParam<std::string>("i_tf_cam_pos_z"),
+                                                        ph->getParam<std::string>("i_tf_cam_roll"),
+                                                        ph->getParam<std::string>("i_tf_cam_pitch"),
+                                                        ph->getParam<std::string>("i_tf_cam_yaw"),
+                                                        ph->getParam<std::string>("i_tf_imu_from_descr"),
+                                                        ph->getParam<std::string>("i_tf_custom_urdf_location"),
+                                                        ph->getParam<std::string>("i_tf_custom_xacro_args"));
+    }
     diagSub = this->create_subscription<diagnostic_msgs::msg::DiagnosticArray>("/diagnostics", 10, std::bind(&Camera::diagCB, this, std::placeholders::_1));
     RCLCPP_INFO(this->get_logger(), "Camera ready!");
 }
@@ -157,7 +184,7 @@ void Camera::setupQueues() {
 
 void Camera::startDevice() {
     rclcpp::Rate r(1.0);
-    while(!camRunning) {
+    while(rclcpp::ok() && !camRunning) {
         auto mxid = ph->getParam<std::string>("i_mx_id");
         auto ip = ph->getParam<std::string>("i_ip");
         auto usb_id = ph->getParam<std::string>("i_usb_port_id");
diff --git a/depthai_ros_driver/src/dai_nodes/base_node.cpp b/depthai_ros_driver/src/dai_nodes/base_node.cpp
index 8397e099..c57fa733 100644
--- a/depthai_ros_driver/src/dai_nodes/base_node.cpp
+++ b/depthai_ros_driver/src/dai_nodes/base_node.cpp
@@ -1,5 +1,6 @@
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
 
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai/device/Device.hpp"
 #include "depthai/pipeline/Pipeline.hpp"
 #include "rclcpp/node.hpp"
@@ -32,6 +33,7 @@ bool BaseNode::ipcEnabled() {
 std::string BaseNode::getTFPrefix(const std::string& frameName) {
     return std::string(getROSNode()->get_name()) + "_" + frameName;
 }
+
 dai::Node::Input BaseNode::getInput(int /*linkType = 0*/) {
     throw(std::runtime_error("getInput() not implemented"));
 };
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
index 561fb877..abfe9b39 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
@@ -9,7 +9,9 @@
 #include "depthai/pipeline/node/XLinkIn.hpp"
 #include "depthai/pipeline/node/XLinkOut.hpp"
 #include "depthai_bridge/ImageConverter.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/param_handlers/sensor_param_handler.hpp"
+#include "depthai_ros_driver/utils.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
 #include "rclcpp/node.hpp"
@@ -56,7 +58,8 @@ void Mono::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
 
 void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_publish_topic")) {
-        auto tfPrefix = getTFPrefix(getName());
+        auto tfPrefix = getTFPrefix(
+            utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")), device->getConnectedCameraFeatures()));
         imageConverter =
             std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
         imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index f2ccfc43..292673ad 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -11,6 +11,7 @@
 #include "depthai_bridge/ImageConverter.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/param_handlers/sensor_param_handler.hpp"
+#include "depthai_ros_driver/utils.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
 #include "rclcpp/node.hpp"
@@ -68,7 +69,8 @@ void RGB::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
 
 void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_publish_topic")) {
-        auto tfPrefix = getTFPrefix(getName());
+        auto tfPrefix = getTFPrefix(
+            utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")), device->getConnectedCameraFeatures()));
         infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
         imageConverter =
diff --git a/depthai_ros_driver/src/param_handlers/camera_param_handler.cpp b/depthai_ros_driver/src/param_handlers/camera_param_handler.cpp
index 1d985e17..459406f2 100644
--- a/depthai_ros_driver/src/param_handlers/camera_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/camera_param_handler.cpp
@@ -35,6 +35,21 @@ void CameraParamHandler::declareParams() {
     declareAndLogParam<std::string>("i_external_calibration_path", "");
     declareAndLogParam<int>("i_laser_dot_brightness", 800, getRangedIntDescriptor(0, 1200));
     declareAndLogParam<int>("i_floodlight_brightness", 0, getRangedIntDescriptor(0, 1500));
+
+    declareAndLogParam<bool>("i_publish_tf_from_calibration", false);
+    declareAndLogParam<std::string>("i_tf_camera_name", getROSNode()->get_name());
+    declareAndLogParam<std::string>("i_tf_camera_model", "");
+    declareAndLogParam<std::string>("i_tf_base_frame", "oak");
+    declareAndLogParam<std::string>("i_tf_parent_frame", "oak-d-base-frame");
+    declareAndLogParam<std::string>("i_tf_cam_pos_x", "0.0");
+    declareAndLogParam<std::string>("i_tf_cam_pos_y", "0.0");
+    declareAndLogParam<std::string>("i_tf_cam_pos_z", "0.0");
+    declareAndLogParam<std::string>("i_tf_cam_roll", "0.0");
+    declareAndLogParam<std::string>("i_tf_cam_pitch", "0.0");
+    declareAndLogParam<std::string>("i_tf_cam_yaw", "0.0");
+    declareAndLogParam<std::string>("i_tf_imu_from_descr", "false");
+    declareAndLogParam<std::string>("i_tf_custom_urdf_location", "");
+    declareAndLogParam<std::string>("i_tf_custom_xacro_args", "");
 }
 dai::CameraControl CameraParamHandler::setRuntimeParams(const std::vector<rclcpp::Parameter>& /*params*/) {
     dai::CameraControl ctrl;
diff --git a/depthai_ros_driver/src/pipeline/base_types.cpp b/depthai_ros_driver/src/pipeline/base_types.cpp
index 41ba908e..12c9752a 100644
--- a/depthai_ros_driver/src/pipeline/base_types.cpp
+++ b/depthai_ros_driver/src/pipeline/base_types.cpp
@@ -128,17 +128,15 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> CamArray::createPipeline(rclcp
                                                                            std::shared_ptr<dai::Pipeline> pipeline,
                                                                            const std::string& /*nnType*/) {
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
-    int i = 0;
-    int j = 0;
-    for(auto& sensor : device->getCameraSensorNames()) {
-        // append letter for greater sensor number
-        if(i % alphabet.size() == 0) {
-            j++;
+
+    for(auto& feature : device->getConnectedCameraFeatures()) {
+        if(feature.name == "color") {
+            auto daiNode = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, feature.socket);
+            daiNodes.push_back(std::move(daiNode));
+        } else {
+            auto daiNode = std::make_unique<dai_nodes::SensorWrapper>(feature.name, node, pipeline, device, feature.socket);
+            daiNodes.push_back(std::move(daiNode));
         }
-        std::string nodeName(j, alphabet[i % alphabet.size()]);
-        auto daiNode = std::make_unique<dai_nodes::SensorWrapper>(nodeName, node, pipeline, device, sensor.first);
-        daiNodes.push_back(std::move(daiNode));
-        i++;
     };
     return daiNodes;
 }

From e544cb9abf2c23b3dda19fd3bee4df69564dcca9 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Fri, 1 Sep 2023 15:32:54 +0200
Subject: [PATCH 22/38] Add exposure offset (#382)

---
 README.md                                     |  4 +
 .../include/depthai_bridge/ImageConverter.hpp |  3 +
 depthai_bridge/src/ImageConverter.cpp         | 13 ++-
 depthai_bridge/src/TFPublisher.cpp            |  2 +-
 .../dai_nodes/sensors/sensor_helpers.hpp      |  4 +-
 .../param_handlers/stereo_param_handler.hpp   |  1 +
 .../src/dai_nodes/sensors/mono.cpp            |  4 +
 .../src/dai_nodes/sensors/rgb.cpp             |  8 +-
 .../src/dai_nodes/sensors/sensor_helpers.cpp  | 96 +++----------------
 depthai_ros_driver/src/dai_nodes/stereo.cpp   | 15 ++-
 .../param_handlers/sensor_param_handler.cpp   | 37 ++++---
 .../param_handlers/stereo_param_handler.cpp   | 23 ++++-
 depthai_ros_driver/src/utils.cpp              |  2 +-
 13 files changed, 106 insertions(+), 106 deletions(-)

diff --git a/README.md b/README.md
index 76b38244..844825b0 100644
--- a/README.md
+++ b/README.md
@@ -179,6 +179,10 @@ When setting `stereo.i_align_depth: true`, stereo output is aligned to board soc
 
 You can enable rectified Stereo streams by setting, for example in the case of right stream `i_publish_right_rect: true`. You can also set `i_publish_synced_rect_pair: true` to get both images with the same timestamps.
 
+##### Custom Sensor sockets
+
+Configuration of which sensors are used for computing stereo pair can be done either programatically, by specifying them in a constructor of a Stereo node (for example when building a custom pipeline), or via parameters - `stereo.i_left_socket_id`/`stereo.i_right_socket_id`. Please note that currently if you want to use rgb/center socket instead of one of the given pairs you will need to build a custom pipeline for that.
+
 #### Feature Tracker
 
 Each sensor node (and rectified streams from Stereo node) has the option to add FeatureTracker node, which publishes `depthai_ros_msgs/msg/TrackedFeatures` messages.
diff --git a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
index 9eb54aae..e356818a 100644
--- a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
@@ -56,6 +56,7 @@ class ImageConverter {
     }
 
     void convertFromBitstream(dai::RawImgFrame::Type srcType);
+    void addExposureOffset(dai::CameraExposureOffset& offset);
     void convertDispToDepth();
 
     void toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<ImageMsgs::Image>& outImageMsgs);
@@ -97,6 +98,8 @@ class ImageConverter {
     dai::RawImgFrame::Type _srcType;
     bool _fromBitstream = false;
     bool _convertDispToDepth = false;
+    bool _addExpOffset = false;
+    dai::CameraExposureOffset _expOffset;
 };
 
 }  // namespace ros
diff --git a/depthai_bridge/src/ImageConverter.cpp b/depthai_bridge/src/ImageConverter.cpp
index ddc92846..0bc2d1a5 100644
--- a/depthai_bridge/src/ImageConverter.cpp
+++ b/depthai_bridge/src/ImageConverter.cpp
@@ -43,20 +43,29 @@ void ImageConverter::updateRosBaseTime() {
 void ImageConverter::convertFromBitstream(dai::RawImgFrame::Type srcType) {
     _fromBitstream = true;
     _srcType = srcType;
-    std::cout << static_cast<int>(_srcType) << std::endl;
 }
 
 void ImageConverter::convertDispToDepth() {
     _convertDispToDepth = true;
 }
 
+void ImageConverter::addExposureOffset(dai::CameraExposureOffset& offset) {
+    _expOffset = offset;
+    _addExpOffset = true;
+}
+
 ImageMsgs::Image ImageConverter::toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData, const sensor_msgs::msg::CameraInfo& info) {
     if(_updateRosBaseTimeOnToRosMsg) {
         updateRosBaseTime();
     }
     std::chrono::_V2::steady_clock::time_point tstamp;
     if(_getBaseDeviceTimestamp)
-        tstamp = inData->getTimestampDevice();
+        if(_addExpOffset)
+            tstamp = inData->getTimestampDevice(_expOffset);
+        else
+            tstamp = inData->getTimestampDevice();
+    else if(_addExpOffset)
+        tstamp = inData->getTimestamp(_expOffset);
     else
         tstamp = inData->getTimestamp();
     ImageMsgs::Image outImageMsg;
diff --git a/depthai_bridge/src/TFPublisher.cpp b/depthai_bridge/src/TFPublisher.cpp
index 5c8e3d1c..ae9bd691 100644
--- a/depthai_bridge/src/TFPublisher.cpp
+++ b/depthai_bridge/src/TFPublisher.cpp
@@ -130,7 +130,7 @@ std::string TFPublisher::getCamSocketName(int socketNum) {
     std::string name;
     for(auto& cam : _camFeatures) {
         if(cam.socket == static_cast<dai::CameraBoardSocket>(socketNum)) {
-            if(cam.name == "color") {
+            if(cam.name == "color" || cam.name == "center") {
                 name = "rgb";
             } else {
                 name = cam.name;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
index 230873ee..9e664a30 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
@@ -38,12 +38,14 @@ enum class RGBLinkType { video, isp, preview };
 namespace sensor_helpers {
 struct ImageSensor {
     std::string name;
+    std::string defaultResolution;
     std::vector<std::string> allowedResolutions;
     bool color;
-    void getSizeFromResolution(const dai::ColorCameraProperties::SensorResolution& res, int& width, int& height);
 };
 extern std::vector<ImageSensor> availableSensors;
 
+extern std::unordered_map<std::string, dai::ColorCameraProperties::SensorResolution> stringToColorResMap;
+
 void basicCameraPub(const std::string& /*name*/,
                     const std::shared_ptr<dai::ADatatype>& data,
                     dai::ros::ImageConverter& converter,
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
index bcc2edbe..26182143 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
@@ -26,6 +26,7 @@ class StereoParamHandler : public BaseParamHandler {
     ~StereoParamHandler();
     void declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::vector<dai::CameraFeatures>& camFeatures);
     dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
+    void updateSocketsFromParams(dai::CameraBoardSocket& left, dai::CameraBoardSocket& right);
 
    private:
     std::unordered_map<std::string, dai::node::StereoDepth::PresetMode> depthPresetMap;
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
index abfe9b39..22cb09bc 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
@@ -66,6 +66,10 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
         if(ph->getParam<bool>("i_low_bandwidth")) {
             imageConverter->convertFromBitstream(dai::RawImgFrame::Type::GRAY8);
         }
+        if(ph->getParam<bool>("i_add_exposure_offset")) {
+            auto offset = static_cast<dai::CameraExposureOffset>(ph->getParam<int>("i_exposure_offset"));
+            imageConverter->addExposureOffset(offset);
+        }
         infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index 292673ad..6794c732 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -22,7 +22,7 @@ RGB::RGB(const std::string& daiNodeName,
          rclcpp::Node* node,
          std::shared_ptr<dai::Pipeline> pipeline,
          dai::CameraBoardSocket socket = dai::CameraBoardSocket::CAM_A,
-         sensor_helpers::ImageSensor sensor = {"IMX378", {"12mp", "4k"}, true},
+         sensor_helpers::ImageSensor sensor = {"IMX378", "4k", {"12mp", "4k"}, true},
          bool publish = true)
     : BaseNode(daiNodeName, node, pipeline) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
@@ -77,9 +77,13 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
             std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
         imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
         if(ph->getParam<bool>("i_low_bandwidth")) {
-            RCLCPP_INFO(getROSNode()->get_logger(), "Low bandwidth mode enabled");
             imageConverter->convertFromBitstream(dai::RawImgFrame::Type::BGR888i);
         }
+        if(ph->getParam<bool>("i_add_exposure_offset")) {
+            auto offset = static_cast<dai::CameraExposureOffset>(ph->getParam<int>("i_exposure_offset"));
+            imageConverter->addExposureOffset(offset);
+        }
+
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
             infoManager->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                                                     *imageConverter,
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index bb344fc9..9b7af0d8 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -9,88 +9,20 @@
 namespace depthai_ros_driver {
 namespace dai_nodes {
 namespace sensor_helpers {
-void ImageSensor::getSizeFromResolution(const dai::ColorCameraProperties::SensorResolution& res, int& width, int& height) {
-    switch(res) {
-        case dai::ColorCameraProperties::SensorResolution::THE_720_P: {
-            width = 1280;
-            height = 720;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_800_P: {
-            width = 1280;
-            height = 800;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_1080_P: {
-            width = 1920;
-            height = 1080;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_4_K: {
-            width = 3840;
-            height = 2160;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_12_MP: {
-            width = 4056;
-            height = 3040;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_1200_P: {
-            width = 1920;
-            height = 1200;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_5_MP: {
-            width = 2592;
-            height = 1944;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_13_MP: {
-            width = 4208;
-            height = 3120;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_4000X3000: {
-            width = 4000;
-            height = 3000;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_5312X6000: {
-            width = 5312;
-            height = 6000;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_48_MP: {
-            width = 8000;
-            height = 6000;
-            break;
-        }
-        case dai::ColorCameraProperties::SensorResolution::THE_1440X1080: {
-            width = 1440;
-            height = 1080;
-            break;
-        }
-        default: {
-            throw std::runtime_error("Resolution not supported!");
-        }
-    }
-}
-std::vector<ImageSensor> availableSensors{
-    {"IMX378", {"12mp", "4k"}, true},
-    {"OV9282", {"800P", "720p", "400p"}, false},
-    {"OV9782", {"800P", "720p", "400p"}, true},
-    {"OV9281", {"800P", "720p", "400p"}, true},
-    {"IMX214", {"13mp", "12mp", "4k", "1080p"}, true},
-    {"IMX412", {"13mp", "12mp", "4k", "1080p"}, true},
-    {"OV7750", {"480P", "400p"}, false},
-    {"OV7251", {"480P", "400p"}, false},
-    {"IMX477", {"12mp", "4k", "1080p"}, true},
-    {"IMX577", {"12mp", "4k", "1080p"}, true},
-    {"AR0234", {"1200P"}, true},
-    {"IMX582", {"48mp", "12mp", "4k"}, true},
-    {"LCM48", {"48mp", "12mp", "4k"}, true},
-};
+
+std::vector<ImageSensor> availableSensors{{"IMX378", "4k", {"12mp", "4k"}, true},
+                                          {"OV9282", "800p", {"800p", "720p", "400p"}, false},
+                                          {"OV9782", "800p", {"800p", "720p", "400p"}, true},
+                                          {"OV9281", "800p", {"800p", "720p", "400p"}, true},
+                                          {"IMX214", "1080p", {"13mp", "12mp", "4k", "1080p"}, true},
+                                          {"IMX412", "1080p", {"13mp", "12mp", "4k", "1080p"}, true},
+                                          {"OV7750", "480p", {"480p", "400p"}, false},
+                                          {"OV7251", "480p", {"480p", "400p"}, false},
+                                          {"IMX477", "1080p", {"12mp", "4k", "1080p"}, true},
+                                          {"IMX577", "1080p", {"12mp", "4k", "1080p"}, true},
+                                          {"AR0234", "1200p", {"1200p"}, true},
+                                          {"IMX582", "4k", {"48mp", "12mp", "4k"}, true},
+                                          {"LCM48", "4k", {"48mp", "12mp", "4k"}, true}};
 
 void basicCameraPub(const std::string& /*name*/,
                     const std::shared_ptr<dai::ADatatype>& data,
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index 81470371..8cc7437a 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -28,6 +28,8 @@ Stereo::Stereo(const std::string& daiNodeName,
     : BaseNode(daiNodeName, node, pipeline) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
     setNames();
+    ph = std::make_unique<param_handlers::StereoParamHandler>(node, daiNodeName);
+    ph->updateSocketsFromParams(leftSocket, rightSocket);
     auto features = device->getConnectedCameraFeatures();
     for(auto f : features) {
         if(f.socket == leftSocket) {
@@ -41,7 +43,6 @@ Stereo::Stereo(const std::string& daiNodeName,
     stereoCamNode = pipeline->create<dai::node::StereoDepth>();
     left = std::make_unique<SensorWrapper>(leftSensInfo.name, node, pipeline, device, leftSensInfo.socket, false);
     right = std::make_unique<SensorWrapper>(rightSensInfo.name, node, pipeline, device, rightSensInfo.socket, false);
-    ph = std::make_unique<param_handlers::StereoParamHandler>(node, daiNodeName);
     ph->declareParams(stereoCamNode, features);
     setXinXout(pipeline);
     left->link(stereoCamNode->left);
@@ -124,7 +125,11 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
     if(lowBandwidth) {
         conv->convertFromBitstream(dai::RawImgFrame::Type::GRAY8);
     }
-
+    bool addOffset = ph->getParam<bool>(isLeft ? "i_left_rect_add_exposure_offset" : "i_right_rect_add_exposure_offset");
+    if(addOffset) {
+        auto offset = static_cast<dai::CameraExposureOffset>(ph->getParam<int>(isLeft ? "i_left_rect_exposure_offset" : "i_right_rect_exposure_offset"));
+        conv->addExposureOffset(offset);
+    }
     im = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + sensorInfo.name).get(), "/rect");
 
@@ -186,11 +191,13 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     stereoConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
     if(ph->getParam<bool>("i_low_bandwidth")) {
         stereoConv->convertFromBitstream(dai::RawImgFrame::Type::RAW8);
-        RCLCPP_INFO(getROSNode()->get_logger(), "Setting stereo low bandwidth mode");
     }
     if(!ph->getParam<bool>("i_output_disparity")) {
         stereoConv->convertDispToDepth();
-        RCLCPP_INFO(getROSNode()->get_logger(), "Setting stereo output to depth");
+    }
+    if(ph->getParam<bool>("i_add_exposure_offset")) {
+        auto offset = static_cast<dai::CameraExposureOffset>(ph->getParam<int>("i_exposure_offset"));
+        stereoConv->addExposureOffset(offset);
     }
     stereoIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index e6026e3e..088b4e08 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -29,6 +29,8 @@ void SensorParamHandler::declareCommonParams() {
     declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     declareAndLogParam<bool>("i_enable_feature_tracker", false);
     declareAndLogParam<bool>("i_enable_lazy_publisher", true);
+    declareAndLogParam<bool>("i_add_exposure_offset", false);
+    declareAndLogParam<int>("i_exposure_offset", 0);
     fSyncModeMap = {
         {"OFF", dai::CameraControl::FrameSyncMode::OFF},
         {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
@@ -82,17 +84,17 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
                                        dai::CameraBoardSocket socket,
                                        dai_nodes::sensor_helpers::ImageSensor sensor,
                                        bool publish) {
-    rgbResolutionMap = {{"720", dai::ColorCameraProperties::SensorResolution::THE_720_P},
-                        {"1080", dai::ColorCameraProperties::SensorResolution::THE_1080_P},
-                        {"4K", dai::ColorCameraProperties::SensorResolution::THE_4_K},
-                        {"12MP", dai::ColorCameraProperties::SensorResolution::THE_12_MP},
-                        {"13MP", dai::ColorCameraProperties::SensorResolution::THE_13_MP},
-                        {"800", dai::ColorCameraProperties::SensorResolution::THE_800_P},
-                        {"1200", dai::ColorCameraProperties::SensorResolution::THE_1200_P},
+    rgbResolutionMap = {{"720p", dai::ColorCameraProperties::SensorResolution::THE_720_P},
+                        {"1080p", dai::ColorCameraProperties::SensorResolution::THE_1080_P},
+                        {"4k", dai::ColorCameraProperties::SensorResolution::THE_4_K},
+                        {"12mp", dai::ColorCameraProperties::SensorResolution::THE_12_MP},
+                        {"13mp", dai::ColorCameraProperties::SensorResolution::THE_13_MP},
+                        {"800p", dai::ColorCameraProperties::SensorResolution::THE_800_P},
+                        {"1200p", dai::ColorCameraProperties::SensorResolution::THE_1200_P},
                         {"5MP", dai::ColorCameraProperties::SensorResolution::THE_5_MP},
                         {"4000x3000", dai::ColorCameraProperties::SensorResolution::THE_4000X3000},
                         {"5312X6000", dai::ColorCameraProperties::SensorResolution::THE_5312X6000},
-                        {"48_MP", dai::ColorCameraProperties::SensorResolution::THE_48_MP},
+                        {"48mp", dai::ColorCameraProperties::SensorResolution::THE_48_MP},
                         {"1440X1080", dai::ColorCameraProperties::SensorResolution::THE_1440X1080}};
     declareAndLogParam<bool>("i_publish_topic", publish);
     declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket));
@@ -104,10 +106,21 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     int preview_width = declareAndLogParam<int>("i_preview_width", preview_size);
     int preview_height = declareAndLogParam<int>("i_preview_height", preview_size);
     colorCam->setPreviewSize(preview_width, preview_height);
-    auto resolution = utils::getValFromMap(declareAndLogParam<std::string>("i_resolution", "1080"), rgbResolutionMap);
-    int width, height;
-    colorCam->setResolution(resolution);
-    sensor.getSizeFromResolution(colorCam->getResolution(), width, height);
+    auto resString = declareAndLogParam<std::string>("i_resolution", sensor.defaultResolution);
+
+    // if resolution not in allowed resolutions, use default
+    if(std::find(sensor.allowedResolutions.begin(), sensor.allowedResolutions.end(), resString) == sensor.allowedResolutions.end()) {
+        RCLCPP_WARN(getROSNode()->get_logger(),
+                    "Resolution %s not supported by sensor %s. Using default resolution %s",
+                    resString.c_str(),
+                    sensor.name.c_str(),
+                    sensor.defaultResolution.c_str());
+        resString = sensor.defaultResolution;
+    }
+
+    int width = colorCam->getResolutionWidth();
+    int height = colorCam->getResolutionHeight();
+    colorCam->setResolution(utils::getValFromMap(resString, rgbResolutionMap));
 
     colorCam->setInterleaved(declareAndLogParam<bool>("i_interleaved", false));
     if(declareAndLogParam<bool>("i_set_isp_scale", true)) {
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index a555f21d..01a869c4 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -35,9 +35,24 @@ StereoParamHandler::StereoParamHandler(rclcpp::Node* node, const std::string& na
         {"VALID_1_IN_LAST_8", dai::StereoDepthConfig::PostProcessing::TemporalFilter::PersistencyMode::VALID_1_IN_LAST_8},
         {"PERSISTENCY_INDEFINITELY", dai::StereoDepthConfig::PostProcessing::TemporalFilter::PersistencyMode::PERSISTENCY_INDEFINITELY},
     };
+    declareAndLogParam<int>("i_left_socket_id", static_cast<int>(dai::CameraBoardSocket::CAM_B));
+    declareAndLogParam<int>("i_right_socket_id", static_cast<int>(dai::CameraBoardSocket::CAM_C));
 }
 
 StereoParamHandler::~StereoParamHandler() = default;
+
+void StereoParamHandler::updateSocketsFromParams(dai::CameraBoardSocket& left, dai::CameraBoardSocket& right) {
+    int newLeftS = declareAndLogParam<int>("i_left_socket_id", static_cast<int>(left));
+    int newRightS = declareAndLogParam<int>("i_right_socket_id", static_cast<int>(right));
+    if(newLeftS != static_cast<int>(left) || newRightS != static_cast<int>(right)) {
+        RCLCPP_WARN(getROSNode()->get_logger(), "Left or right socket changed, updating stereo node");
+        RCLCPP_WARN(getROSNode()->get_logger(), "Old left socket: %d, new left socket: %d", static_cast<int>(left), newLeftS);
+        RCLCPP_WARN(getROSNode()->get_logger(), "Old right socket: %d, new right socket: %d", static_cast<int>(right), newRightS);
+    }
+    left = static_cast<dai::CameraBoardSocket>(newLeftS);
+    right = static_cast<dai::CameraBoardSocket>(newRightS);
+}
+
 void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::vector<dai::CameraFeatures>& camFeatures) {
     declareAndLogParam<int>("i_max_q_size", 30);
     declareAndLogParam<bool>("i_low_bandwidth", false);
@@ -46,18 +61,24 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     declareAndLogParam<bool>("i_get_base_device_timestamp", false);
     declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     declareAndLogParam<bool>("i_publish_topic", true);
+    declareAndLogParam<bool>("i_add_exposure_offset", false);
+    declareAndLogParam<int>("i_exposure_offset", 0);
+    declareAndLogParam<bool>("i_enable_lazy_publisher", true);
 
     declareAndLogParam<bool>("i_publish_synced_rect_pair", false);
     declareAndLogParam<bool>("i_publish_left_rect", false);
     declareAndLogParam<bool>("i_left_rect_low_bandwidth", false);
     declareAndLogParam<int>("i_left_rect_low_bandwidth_quality", 50);
+    declareAndLogParam<bool>("i_left_rect_add_exposure_offset", false);
+    declareAndLogParam<int>("i_left_rect_exposure_offset", 0);
     declareAndLogParam<bool>("i_left_rect_enable_feature_tracker", false);
 
     declareAndLogParam<bool>("i_publish_right_rect", false);
     declareAndLogParam<bool>("i_right_rect_low_bandwidth", false);
     declareAndLogParam<int>("i_right_rect_low_bandwidth_quality", 50);
     declareAndLogParam<bool>("i_right_rect_enable_feature_tracker", false);
-    declareAndLogParam<bool>("i_enable_lazy_publisher", true);
+    declareAndLogParam<bool>("i_right_rect_add_exposure_offset", false);
+    declareAndLogParam<int>("i_right_rect_exposure_offset", 0);
 
     stereo->setLeftRightCheck(declareAndLogParam<bool>("i_lr_check", true));
     int width = 1280;
diff --git a/depthai_ros_driver/src/utils.cpp b/depthai_ros_driver/src/utils.cpp
index a57ef9ac..6d50a2c5 100644
--- a/depthai_ros_driver/src/utils.cpp
+++ b/depthai_ros_driver/src/utils.cpp
@@ -13,7 +13,7 @@ std::string getSocketName(dai::CameraBoardSocket socket, std::vector<dai::Camera
     std::string name;
     for(auto& cam : camFeatures) {
         if(cam.socket == socket) {
-            if(cam.name == "color") {
+            if(cam.name == "color" || cam.name == "center") {
                 name = "rgb";
             } else {
                 name = cam.name;

From 7233130f6f3dbfee35a81f006ea5d0a902ab97fc Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Tue, 5 Sep 2023 08:49:28 +0200
Subject: [PATCH 23/38] Pre-release 2.8.0 (#384)

---
 depthai-ros/CHANGELOG.rst                          | 14 ++++++++++++++
 depthai-ros/CMakeLists.txt                         |  2 +-
 depthai-ros/package.xml                            |  2 +-
 depthai_bridge/CMakeLists.txt                      |  2 +-
 depthai_bridge/package.xml                         |  2 +-
 depthai_descriptions/CMakeLists.txt                |  2 +-
 depthai_descriptions/package.xml                   |  2 +-
 depthai_examples/CMakeLists.txt                    |  2 +-
 depthai_examples/package.xml                       |  2 +-
 depthai_filters/CMakeLists.txt                     |  2 +-
 depthai_filters/launch/spatial_bb.launch.py        |  5 ++++-
 depthai_filters/package.xml                        |  2 +-
 depthai_ros_driver/CMakeLists.txt                  |  2 +-
 .../depthai_ros_driver/dai_nodes/base_node.hpp     |  2 --
 .../dai_nodes/sensors/sensor_helpers.hpp           |  2 --
 depthai_ros_driver/package.xml                     |  2 +-
 .../src/param_handlers/stereo_param_handler.cpp    |  2 --
 depthai_ros_msgs/CMakeLists.txt                    |  2 +-
 depthai_ros_msgs/package.xml                       |  2 +-
 19 files changed, 32 insertions(+), 21 deletions(-)

diff --git a/depthai-ros/CHANGELOG.rst b/depthai-ros/CHANGELOG.rst
index 7af7d5e7..49baa52c 100644
--- a/depthai-ros/CHANGELOG.rst
+++ b/depthai-ros/CHANGELOG.rst
@@ -2,6 +2,20 @@
 Changelog for package depthai-ros
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
+2.8.0 (2023-09-01)
+-------------------
+* Add camera image orientation param 
+* Performance update
+* Feature tracker
+* Handle USB speed when usb id is specified
+* Change misleading error to a clearer message
+* Watchdog 
+* Depth alignment update 
+* Synced stereo streams
+* Lazy Publishing 
+* Urdf loader
+* Add exposure offset
+
 2.7.5 (2023-08-07)
 -------------------
 * IMU sync fix
diff --git a/depthai-ros/CMakeLists.txt b/depthai-ros/CMakeLists.txt
index 28e63452..17607a09 100644
--- a/depthai-ros/CMakeLists.txt
+++ b/depthai-ros/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai-ros VERSION 2.7.5 LANGUAGES CXX C)
+project(depthai-ros VERSION 2.8.0 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 
diff --git a/depthai-ros/package.xml b/depthai-ros/package.xml
index 87b17507..85100343 100644
--- a/depthai-ros/package.xml
+++ b/depthai-ros/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai-ros</name>
-  <version>2.7.5</version>
+  <version>2.8.0</version>
   <description>The depthai-ros package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index a11cb1bb..6e66bca9 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -1,7 +1,7 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 
-project(depthai_bridge VERSION 2.7.5 LANGUAGES CXX C)
+project(depthai_bridge VERSION 2.8.0 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_bridge/package.xml b/depthai_bridge/package.xml
index 99d0ca0e..efad0950 100644
--- a/depthai_bridge/package.xml
+++ b/depthai_bridge/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_bridge</name>
-  <version>2.7.5</version>
+  <version>2.8.0</version>
   <description>The depthai_bridge package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_descriptions/CMakeLists.txt b/depthai_descriptions/CMakeLists.txt
index ab4b4278..6e6c8916 100644
--- a/depthai_descriptions/CMakeLists.txt
+++ b/depthai_descriptions/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_descriptions VERSION 2.7.5)
+project(depthai_descriptions VERSION 2.8.0)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_descriptions/package.xml b/depthai_descriptions/package.xml
index 0a7f3123..f82814aa 100644
--- a/depthai_descriptions/package.xml
+++ b/depthai_descriptions/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_descriptions</name>
-  <version>2.7.5</version>
+  <version>2.8.0</version>
   <description>The depthai_descriptions package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_examples/CMakeLists.txt b/depthai_examples/CMakeLists.txt
index 19bba4a4..5acb9a8f 100644
--- a/depthai_examples/CMakeLists.txt
+++ b/depthai_examples/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
-project(depthai_examples VERSION 2.7.5 LANGUAGES CXX C)
+project(depthai_examples VERSION 2.8.0 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_examples/package.xml b/depthai_examples/package.xml
index 37140550..cfba823a 100644
--- a/depthai_examples/package.xml
+++ b/depthai_examples/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_examples</name>
-  <version>2.7.5</version>
+  <version>2.8.0</version>
   <description>The depthai_examples package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index 44ebc400..148f4ad4 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_filters VERSION 2.7.5 LANGUAGES CXX C)
+project(depthai_filters VERSION 2.8.0 LANGUAGES CXX C)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_filters/launch/spatial_bb.launch.py b/depthai_filters/launch/spatial_bb.launch.py
index b8ccdef5..158add17 100644
--- a/depthai_filters/launch/spatial_bb.launch.py
+++ b/depthai_filters/launch/spatial_bb.launch.py
@@ -28,10 +28,13 @@ def launch_setup(context, *args, **kwargs):
                     ComposableNode(
                         package="depthai_filters",
                         plugin="depthai_filters::SpatialBB",
+                        name="spatial_bb_node",
                         remappings=[
                                     ('stereo/camera_info', name+'/stereo/camera_info'),
                                     ('nn/spatial_detections', name+'/nn/spatial_detections'),
-                                    ('rgb/preview/image_raw', name+'/rgb/preview/image_raw')]
+                                    ('rgb/preview/image_raw', name+'/rgb/preview/image_raw'),
+                                    ],
+                        parameters=[params_file],
                     ),
             ],
         ),
diff --git a/depthai_filters/package.xml b/depthai_filters/package.xml
index 76d97458..e834f431 100644
--- a/depthai_filters/package.xml
+++ b/depthai_filters/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_filters</name>
-  <version>2.7.5</version>
+  <version>2.8.0</version>
   <description>Depthai filters package</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <license>MIT</license>
diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index a25966b5..27e84c2a 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.22)
-project(depthai_ros_driver VERSION 2.7.5)
+project(depthai_ros_driver VERSION 2.8.0)
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 set(CMAKE_BUILD_SHARED_LIBS ON)
 set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
index 4b68ae2d..b3ab1f9c 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
@@ -3,13 +3,11 @@
 #include <memory>
 #include <string>
 
-#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai/pipeline/Node.hpp"
 
 namespace dai {
 class Pipeline;
 class Device;
-class CameraFeatures;
 }  // namespace dai
 
 namespace rclcpp {
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
index 9e664a30..09608c75 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
@@ -44,8 +44,6 @@ struct ImageSensor {
 };
 extern std::vector<ImageSensor> availableSensors;
 
-extern std::unordered_map<std::string, dai::ColorCameraProperties::SensorResolution> stringToColorResMap;
-
 void basicCameraPub(const std::string& /*name*/,
                     const std::shared_ptr<dai::ADatatype>& data,
                     dai::ros::ImageConverter& converter,
diff --git a/depthai_ros_driver/package.xml b/depthai_ros_driver/package.xml
index 87dc5bb0..e0bd5ca0 100644
--- a/depthai_ros_driver/package.xml
+++ b/depthai_ros_driver/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_ros_driver</name>
-  <version>2.7.5</version>
+  <version>2.8.0</version>
   <description>Depthai ROS Monolithic node.</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index 01a869c4..cf2fc505 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -35,8 +35,6 @@ StereoParamHandler::StereoParamHandler(rclcpp::Node* node, const std::string& na
         {"VALID_1_IN_LAST_8", dai::StereoDepthConfig::PostProcessing::TemporalFilter::PersistencyMode::VALID_1_IN_LAST_8},
         {"PERSISTENCY_INDEFINITELY", dai::StereoDepthConfig::PostProcessing::TemporalFilter::PersistencyMode::PERSISTENCY_INDEFINITELY},
     };
-    declareAndLogParam<int>("i_left_socket_id", static_cast<int>(dai::CameraBoardSocket::CAM_B));
-    declareAndLogParam<int>("i_right_socket_id", static_cast<int>(dai::CameraBoardSocket::CAM_C));
 }
 
 StereoParamHandler::~StereoParamHandler() = default;
diff --git a/depthai_ros_msgs/CMakeLists.txt b/depthai_ros_msgs/CMakeLists.txt
index c5e0374e..0cea7ad0 100644
--- a/depthai_ros_msgs/CMakeLists.txt
+++ b/depthai_ros_msgs/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai_ros_msgs VERSION 2.7.5)
+project(depthai_ros_msgs VERSION 2.8.0)
 
 if(POLICY CMP0057)
     cmake_policy(SET CMP0057 NEW)
diff --git a/depthai_ros_msgs/package.xml b/depthai_ros_msgs/package.xml
index 9b444079..da69c6ad 100644
--- a/depthai_ros_msgs/package.xml
+++ b/depthai_ros_msgs/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_ros_msgs</name>
-  <version>2.7.5</version>
+  <version>2.8.0</version>
   <description>Package to keep interface independent of the driver</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>

From 038f107800ef40ea1a3359bc37f13614fbd5b572 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Mon, 11 Sep 2023 11:13:27 +0200
Subject: [PATCH 24/38] Stereo_socket_order_humble (#394)

---
 README.md                                     | 236 +++++++++++++++++-
 .../include/depthai_bridge/ImageConverter.hpp |  31 ++-
 .../include/depthai_bridge/TFPublisher.hpp    |  14 +-
 depthai_bridge/src/ImageConverter.cpp         |  23 +-
 depthai_ros_driver/config/camera.yaml         | 125 +---------
 depthai_ros_driver/config/isaac_vslam.yaml    |  15 ++
 depthai_ros_driver/config/pcl.yaml            |   3 +-
 .../include/depthai_ros_driver/camera.hpp     |  20 +-
 .../dai_nodes/base_node.hpp                   |  12 +-
 .../dai_nodes/nn/detection.hpp                |  14 +-
 .../pipeline/pipeline_generator.hpp           |   4 +-
 .../src/dai_nodes/sensors/mono.cpp            |   3 +
 .../src/dai_nodes/sensors/rgb.cpp             |   4 +
 .../src/dai_nodes/sensors/sensor_helpers.cpp  |   2 +-
 depthai_ros_driver/src/dai_nodes/stereo.cpp   |  28 ++-
 .../param_handlers/sensor_param_handler.cpp   |   1 +
 .../param_handlers/stereo_param_handler.cpp   |   1 +
 17 files changed, 357 insertions(+), 179 deletions(-)
 create mode 100644 depthai_ros_driver/config/isaac_vslam.yaml

diff --git a/README.md b/README.md
index 844825b0..a31df59a 100644
--- a/README.md
+++ b/README.md
@@ -137,7 +137,8 @@ docker run -it -v /dev/:/dev/ --privileged -e DISPLAY -v /tmp/.X11-unix:/tmp/.X1
 
 Currently, recommended way to launch cameras is to use executables from depthai_ros_driver package. 
 
-This runs your camera as a ROS2 Component and gives you the ability to customize your camera using ROS parameters. 
+This runs your camera as a ROS2 Component/ROS Nodelet and gives you the ability to customize your camera using ROS parameters.
+Main API difference between ROS2 and ROS1 is that parameter names use different convention - parameters in ROS2 are namespaced using `.` and parameters in ROS1 are namespaced using `_`, for example in ROS2: `camera.i_pipeline_type`, ROS1 `camera_i_pipeline_type`. For sake of simplicity, this Readme uses ROS2 convention. List of all available parameters with their default values can be found at the bottom of Readme.
 Paramerers that begin with `r_` can be freely modified during runtime, for example with rqt. 
 Parameters that begin with `i_` are set when camera is initializing, to change them you have to call `stop` and `start` services. This can be used to hot swap NNs during runtime, changing resolutions, etc. Below you can see some examples:
 
@@ -166,12 +167,30 @@ It is also possible to set custom URDF path (for now only absolute path works) a
 **NOTE ON IMU EXTRINSICS**
 If your camera has uncalibrated IMU, a warning will be shown, and IMU will be published with zero rotation and translation. You can override this behavior by setting `camera.i_tf_imu_from_descr`: true. This will publish default IMU extrinsics from URDF based on camera model.
 
+
+#### Available sensors and their resolutions:
+
+* IMX378 - {"12MP", "4K", "1080P"}, default 1080P
+* OV9282 - {"800P", "720P", "400P"}, default 800P
+* OV9782 - {"800P", "720P", "400P"}, default 800P
+* OV9281 - {"800P", "720P", "400P"}, default 800P
+* IMX214 - {"13MP", "12MP", "4K", "1080P"}, default 1080P
+* IMX412 - {"13MP", "12MP", "4K", "1080P"}, default 1080P
+* OV7750 - {"480P", "400P"}, default 480P
+* OV7251 - {"480P", "400P"}, default 480P
+* IMX477 - {"12MP", "4K", "1080P"}, default 1080P
+* IMX577 - {"12MP", "4K", "1080P"}, default 1080P
+* AR0234 - {"1200P"}, default 1200P
+* IMX582 - {"48MP", "12MP", "4K"}, default 4K
+* LCM48 - {"48MP", "12MP", "4K"}, default 4K
+  
 #### Setting RGB parameters
+![](docs/param_rgb.gif)
 
 By default RGB camera outputs `ISP` frame. To set custom width and height of output image, you can set `i_isp_num` and `i_isp_den` which scale image dimensions (2 and 3 by default, so from 1920x1080 to 1280x720), note for RGBD alignment to work resulting width and height must be divisible by 16. 
 
 Additionally you can set `i.output_isp: false` to use `video` output and set custom size using `i_width` and `i_height` parameters.
-![](docs/param_rgb.gif)
+
 #### Setting Stereo parameters
 ![](docs/param_stereo.gif)
 ##### Depth alignment
@@ -179,6 +198,9 @@ When setting `stereo.i_align_depth: true`, stereo output is aligned to board soc
 
 You can enable rectified Stereo streams by setting, for example in the case of right stream `i_publish_right_rect: true`. You can also set `i_publish_synced_rect_pair: true` to get both images with the same timestamps.
 
+##### Stereo socket order
+By default, right camera is treated as first when used for stereo computation, which is reflected in CameraInfo messages. If you want to reverse that logic, set `stereo.i_reverse_stereo_socket_order: true` (this can be also set for individual sensors).
+
 ##### Custom Sensor sockets
 
 Configuration of which sensors are used for computing stereo pair can be done either programatically, by specifying them in a constructor of a Stereo node (for example when building a custom pipeline), or via parameters - `stereo.i_left_socket_id`/`stereo.i_right_socket_id`. Please note that currently if you want to use rgb/center socket instead of one of the given pairs you will need to build a custom pipeline for that.
@@ -382,4 +404,212 @@ For easier development inside isolated workspace, one can use Visual Studio Code
 - Create separate workspace
 - Clone repository into src
 - Copy `.devcontainer` directory into main workspace directory
-- Open workspace directory in VSCode
\ No newline at end of file
+- Open workspace directory in VSCode
+
+### List of parameters:
+/oak:
+  ros__parameters:
+    camera:
+      i_calibration_dump: false
+      i_enable_imu: true
+      i_enable_ir: true
+      i_external_calibration_path: ''
+      i_floodlight_brightness: 0
+      i_ip: ''
+      i_laser_dot_brightness: 800
+      i_mx_id: ''
+      i_nn_type: spatial
+      i_pipeline_dump: false
+      i_pipeline_type: RGBD
+      i_publish_tf_from_calibration: false
+      i_tf_base_frame: oak
+      i_tf_cam_pitch: '0.0'
+      i_tf_cam_pos_x: '0.0'
+      i_tf_cam_pos_y: '0.0'
+      i_tf_cam_pos_z: '0.0'
+      i_tf_cam_roll: '0.0'
+      i_tf_cam_yaw: '0.0'
+      i_tf_camera_model: ''
+      i_tf_camera_name: oak
+      i_tf_custom_urdf_location: ''
+      i_tf_custom_xacro_args: ''
+      i_tf_imu_from_descr: 'false'
+      i_tf_parent_frame: oak-d-base-frame
+      i_usb_port_id: ''
+      i_usb_speed: SUPER_PLUS
+    diagnostic_updater:
+      period: 1.0
+    imu:
+      i_acc_cov: 0.0
+      i_acc_freq: 400
+      i_batch_report_threshold: 5
+      i_enable_rotation: false
+      i_get_base_device_timestamp: false
+      i_gyro_cov: 0.0
+      i_gyro_freq: 400
+      i_mag_cov: 0.0
+      i_max_batch_reports: 10
+      i_message_type: IMU
+      i_rot_cov: -1.0
+      i_sync_method: LINEAR_INTERPOLATE_ACCEL
+      i_update_ros_base_time_on_ros_msg: false
+    left:
+      i_add_exposure_offset: false
+      i_board_socket_id: 1
+      i_calibration_file: ''
+      i_disable_node: false
+      i_enable_feature_tracker: false
+      i_enable_lazy_publisher: true
+      i_exposure_offset: 0
+      i_fps: 30.0
+      i_fsync_continuous: false
+      i_fsync_trigger: false
+      i_get_base_device_timestamp: false
+      i_height: 720
+      i_low_bandwidth: false
+      i_low_bandwidth_quality: 50
+      i_max_q_size: 30
+      i_publish_topic: false
+      i_resolution: '720'
+      i_reverse_stereo_socket_order: false
+      i_sensor_img_orientation: NORMAL
+      i_set_isp3a_fps: false
+      i_simulate_from_topic: false
+      i_simulated_topic_name: ''
+      i_update_ros_base_time_on_ros_msg: false
+      i_width: 1280
+      r_exposure: 1000
+      r_iso: 800
+      r_set_man_exposure: false
+    nn:
+      i_disable_resize: false
+      i_enable_passthrough: false
+      i_enable_passthrough_depth: false
+      i_get_base_device_timestamp: false
+      i_num_inference_threads: 2
+      i_num_pool_frames: 4
+      i_update_ros_base_time_on_ros_msg: false
+    rgb:
+      i_add_exposure_offset: false
+      i_board_socket_id: 0
+      i_calibration_file: ''
+      i_disable_node: false
+      i_enable_feature_tracker: false
+      i_enable_lazy_publisher: true
+      i_enable_preview: false
+      i_exposure_offset: 0
+      i_fps: 30.0
+      i_fsync_continuous: false
+      i_fsync_trigger: false
+      i_get_base_device_timestamp: false
+      i_height: 720
+      i_interleaved: false
+      i_isp_den: 3
+      i_isp_num: 2
+      i_keep_preview_aspect_ratio: true
+      i_low_bandwidth: false
+      i_low_bandwidth_quality: 50
+      i_max_q_size: 30
+      i_output_isp: true
+      i_preview_height: 300
+      i_preview_size: 300
+      i_preview_width: 300
+      i_publish_topic: true
+      i_resolution: 1080p
+      i_reverse_stereo_socket_order: false
+      i_sensor_img_orientation: NORMAL
+      i_set_isp3a_fps: false
+      i_set_isp_scale: true
+      i_simulate_from_topic: false
+      i_simulated_topic_name: ''
+      i_update_ros_base_time_on_ros_msg: false
+      i_width: 1280
+      r_exposure: 20000
+      r_focus: 1
+      r_iso: 800
+      r_set_man_exposure: false
+      r_set_man_focus: false
+      r_set_man_whitebalance: false
+      r_whitebalance: 3300
+    right:
+      i_add_exposure_offset: false
+      i_board_socket_id: 2
+      i_calibration_file: ''
+      i_disable_node: false
+      i_enable_feature_tracker: false
+      i_enable_lazy_publisher: true
+      i_exposure_offset: 0
+      i_fps: 30.0
+      i_fsync_continuous: false
+      i_fsync_trigger: false
+      i_get_base_device_timestamp: false
+      i_height: 720
+      i_low_bandwidth: false
+      i_low_bandwidth_quality: 50
+      i_max_q_size: 30
+      i_publish_topic: false
+      i_resolution: '720'
+      i_reverse_stereo_socket_order: false
+      i_sensor_img_orientation: NORMAL
+      i_set_isp3a_fps: false
+      i_simulate_from_topic: false
+      i_simulated_topic_name: ''
+      i_update_ros_base_time_on_ros_msg: false
+      i_width: 1280
+      r_exposure: 1000
+      r_iso: 800
+      r_set_man_exposure: false
+    stereo:
+      i_add_exposure_offset: false
+      i_align_depth: true
+      i_bilateral_sigma: 0
+      i_board_socket_id: 0
+      i_depth_filter_size: 5
+      i_depth_preset: HIGH_ACCURACY
+      i_disparity_width: DISPARITY_96
+      i_enable_alpha_scaling: false
+      i_enable_brightness_filter: false
+      i_enable_companding: false
+      i_enable_decimation_filter: false
+      i_enable_disparity_shift: false
+      i_enable_distortion_correction: false
+      i_enable_lazy_publisher: true
+      i_enable_spatial_filter: false
+      i_enable_speckle_filter: false
+      i_enable_temporal_filter: false
+      i_enable_threshold_filter: false
+      i_exposure_offset: 0
+      i_extended_disp: false
+      i_get_base_device_timestamp: false
+      i_height: 720
+      i_left_rect_add_exposure_offset: false
+      i_left_rect_enable_feature_tracker: false
+      i_left_rect_exposure_offset: 0
+      i_left_rect_low_bandwidth: false
+      i_left_rect_low_bandwidth_quality: 50
+      i_left_socket_id: 1
+      i_low_bandwidth: false
+      i_low_bandwidth_quality: 50
+      i_lr_check: true
+      i_lrc_threshold: 10
+      i_max_q_size: 30
+      i_output_disparity: false
+      i_publish_left_rect: false
+      i_publish_right_rect: false
+      i_publish_synced_rect_pair: false
+      i_publish_topic: true
+      i_rectify_edge_fill_color: 0
+      i_reverse_stereo_socket_order: false
+      i_right_rect_add_exposure_offset: false
+      i_right_rect_enable_feature_tracker: false
+      i_right_rect_exposure_offset: 0
+      i_right_rect_low_bandwidth: false
+      i_right_rect_low_bandwidth_quality: 50
+      i_right_socket_id: 2
+      i_set_input_size: false
+      i_socket_name: rgb
+      i_stereo_conf_threshold: 240
+      i_subpixel: false
+      i_update_ros_base_time_on_ros_msg: false
+      i_width: 1280
+    use_sim_time: false
\ No newline at end of file
diff --git a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
index e356818a..7143a726 100644
--- a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
@@ -25,12 +25,7 @@ namespace ImageMsgs = sensor_msgs::msg;
 using ImagePtr = ImageMsgs::Image::SharedPtr;
 
 using TimePoint = std::chrono::time_point<std::chrono::steady_clock, std::chrono::steady_clock::duration>;
-ImageMsgs::CameraInfo calibrationToCameraInfo(dai::CalibrationHandler calibHandler,
-                                              dai::CameraBoardSocket cameraId,
-                                              int width = -1,
-                                              int height = -1,
-                                              Point2f topLeftPixelId = Point2f(),
-                                              Point2f bottomRightPixelId = Point2f());
+
 class ImageConverter {
    public:
     // ImageConverter() = default;
@@ -55,9 +50,29 @@ class ImageConverter {
         _updateRosBaseTimeOnToRosMsg = update;
     }
 
+    /**
+     * @brief Sets converter behavior to convert from bitstream to raw data.
+     * @param srcType: The type of the bitstream data used for conversion.
+     */
     void convertFromBitstream(dai::RawImgFrame::Type srcType);
+
+    /**
+     * @brief Sets exposure offset when getting timestamps from the message.
+     * @param offset: The exposure offset to be added to the timestamp.
+     */
     void addExposureOffset(dai::CameraExposureOffset& offset);
-    void convertDispToDepth();
+
+    /**
+     * @brief Sets converter behavior to convert from disparity to depth when converting messages from bitstream.
+     * @param baseline: The baseline of the stereo pair.
+     */
+    void convertDispToDepth(double baseline);
+
+    /**
+     * @brief Reverses the order of the stereo sockets when creating CameraInfo to calculate Tx component of Projection matrix.
+     * By default the right socket is used as the base, calling this function will set left as base.
+     */
+    void reverseStereoSocketOrder();
 
     void toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<ImageMsgs::Image>& outImageMsgs);
     ImageMsgs::Image toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData, const sensor_msgs::msg::CameraInfo& info = sensor_msgs::msg::CameraInfo());
@@ -100,6 +115,8 @@ class ImageConverter {
     bool _convertDispToDepth = false;
     bool _addExpOffset = false;
     dai::CameraExposureOffset _expOffset;
+    bool _reverseStereoSocketOrder = false;
+    double _baseline;
 };
 
 }  // namespace ros
diff --git a/depthai_bridge/include/depthai_bridge/TFPublisher.hpp b/depthai_bridge/include/depthai_bridge/TFPublisher.hpp
index 01ef7a34..aa4bdd81 100644
--- a/depthai_bridge/include/depthai_bridge/TFPublisher.hpp
+++ b/depthai_bridge/include/depthai_bridge/TFPublisher.hpp
@@ -28,7 +28,7 @@ class TFPublisher {
                          const std::string& imuFromDescr,
                          const std::string& customURDFLocation,
                          const std::string& customXacroArgs);
-    /*
+    /**
      * @brief Obtain URDF description by running Xacro with provided arguments.
      */
     std::string getURDF();
@@ -36,31 +36,31 @@ class TFPublisher {
     geometry_msgs::msg::Vector3 transFromExtr(nlohmann::json translation);
 
    private:
-    /*
+    /**
      * @brief Converts model name to one of the available model families
      */
     void convertModelName();
-    /*
+    /**
      * @brief Prepare arguments for xacro command. If custom URDF location is not provided, check if model name is available in depthai_descriptions package.
      */
     std::string prepareXacroArgs();
-    /*
+    /**
      * @brief Get URDF description and set it as a parameter for robot_state_publisher
      */
     void publishDescription();
-    /*
+    /**
      * @brief Publish camera transforms ("standard" and optical) based on calibration data.
      * Frame names are based on socket names and use following convention: [base_frame]_[socket_name]_camera_frame and
      * [base_frame]_[socket_name]_camera_optical_frame
      */
     void publishCamTransforms(nlohmann::json camData, rclcpp::Node* node);
-    /*
+    /**
      * @brief Publish IMU transform based on calibration data.
      * Frame name is based on IMU name and uses following convention: [base_frame]_imu_frame.
      * If IMU extrinsics are not set, warning is printed out and imu frame is published with zero translation and rotation.
      */
     void publishImuTransform(nlohmann::json json, rclcpp::Node* node);
-    /*
+    /**
      * @brief Check if model STL file is available in depthai_descriptions package.
      */
     bool modelNameAvailable();
diff --git a/depthai_bridge/src/ImageConverter.cpp b/depthai_bridge/src/ImageConverter.cpp
index 0bc2d1a5..65bef6b3 100644
--- a/depthai_bridge/src/ImageConverter.cpp
+++ b/depthai_bridge/src/ImageConverter.cpp
@@ -45,8 +45,9 @@ void ImageConverter::convertFromBitstream(dai::RawImgFrame::Type srcType) {
     _srcType = srcType;
 }
 
-void ImageConverter::convertDispToDepth() {
+void ImageConverter::convertDispToDepth(double baseline) {
     _convertDispToDepth = true;
+    _baseline = baseline;
 }
 
 void ImageConverter::addExposureOffset(dai::CameraExposureOffset& offset) {
@@ -54,6 +55,10 @@ void ImageConverter::addExposureOffset(dai::CameraExposureOffset& offset) {
     _addExpOffset = true;
 }
 
+void ImageConverter::reverseStereoSocketOrder() {
+    _reverseStereoSocketOrder = true;
+}
+
 ImageMsgs::Image ImageConverter::toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData, const sensor_msgs::msg::CameraInfo& info) {
     if(_updateRosBaseTimeOnToRosMsg) {
         updateRosBaseTime();
@@ -108,7 +113,7 @@ ImageMsgs::Image ImageConverter::toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> i
 
         // converting disparity
         if(_convertDispToDepth) {
-            auto factor = std::abs(info.p[3]) * 10000;
+            auto factor = std::abs(_baseline * 10) * info.p[0];
             cv::Mat depthOut = cv::Mat(cv::Size(output.cols, output.rows), CV_16UC1);
             depthOut.forEach<uint16_t>([&output, &factor](uint16_t& pixel, const int* position) -> void {
                 auto disp = output.at<uint8_t>(position);
@@ -375,12 +380,20 @@ ImageMsgs::CameraInfo ImageConverter::calibrationToCameraInfo(
                 std::copy(stereoIntrinsics[i].begin(), stereoIntrinsics[i].end(), stereoFlatIntrinsics.begin() + 4 * i);
                 stereoFlatIntrinsics[(4 * i) + 3] = 0;
             }
+            // Check stereo socket order
+            dai::CameraBoardSocket stereoSocketFirst = calibHandler.getStereoLeftCameraId();
+            dai::CameraBoardSocket stereoSocketSecond = calibHandler.getStereoRightCameraId();
+            double factor = 1.0;
+            if(_reverseStereoSocketOrder) {
+                stereoSocketFirst = calibHandler.getStereoRightCameraId();
+                stereoSocketSecond = calibHandler.getStereoLeftCameraId();
+                factor = -1.0;
+            }
 
-            if(calibHandler.getStereoLeftCameraId() == cameraId) {
+            if(stereoSocketFirst == cameraId) {
                 // This defines where the first camera is w.r.t second camera coordinate system giving it a translation to place all the points in the first
                 // camera to second camera by multiplying that translation vector using transformation function.
-                stereoFlatIntrinsics[3] = stereoFlatIntrinsics[0]
-                                          * calibHandler.getCameraExtrinsics(calibHandler.getStereoRightCameraId(), calibHandler.getStereoLeftCameraId())[0][3]
+                stereoFlatIntrinsics[3] = factor * stereoFlatIntrinsics[0] * calibHandler.getCameraExtrinsics(stereoSocketFirst, stereoSocketSecond)[0][3]
                                           / 100.0;  // Converting to meters
                 rectifiedRotation = calibHandler.getStereoLeftRectificationRotation();
             } else {
diff --git a/depthai_ros_driver/config/camera.yaml b/depthai_ros_driver/config/camera.yaml
index 1cfe524a..029648d8 100644
--- a/depthai_ros_driver/config/camera.yaml
+++ b/depthai_ros_driver/config/camera.yaml
@@ -3,130 +3,7 @@
     camera:
       i_enable_imu: true
       i_enable_ir: true
-      i_floodlight_brightness: 0
-      i_ip: ''
-      i_laser_dot_brightness: 800
-      i_mx_id: ''
       i_nn_type: spatial
       i_pipeline_type: RGBD
-      i_usb_port_id: ''
-      i_usb_speed: SUPER_PLUS
-      i_pipeline_dump: false
-      i_calibration_dump: false
-      i_external_calibration_path: ''
-    imu:
-      i_acc_freq: 400
-      i_acc_cov: 0.0
-      i_batch_report_threshold: 1
-      i_get_base_device_timestamp: false
-      i_enable_rotation: false
-      i_gyro_cov: 0.0
-      i_gyro_freq: 400
-      i_mag_cov: 0.0
-      i_mag_freq: 100
-      i_max_batch_reports: 5
-      i_message_type: IMU
-      i_rot_cov: -1.0
-      i_rot_freq: 400
-      i_sync_method: LINEAR_INTERPOLATE_ACCEL
-    left:
-      i_board_socket_id: 1
-      i_calibration_file: ''
-      i_get_base_device_timestamp: false
-      i_fps: 30.0
-      i_height: 720
-      i_low_bandwidth: false
-      i_low_bandwidth_quality: 50
-      i_max_q_size: 30
-      i_publish_topic: false
-      i_simulate_from_topic: false
-      i_disable_node: false
-      i_resolution: '720'
-      i_width: 1280
-      r_exposure: 1000
-      r_iso: 800
-      r_set_man_exposure: false
     nn:
-      i_nn_config_path: depthai_ros_driver/mobilenet
-      i_disable_resize: false
-      i_enable_passthrough: false
-      i_enable_passthrough_depth: false
-    rgb:
-      i_board_socket_id: 0
-      i_simulate_from_topic: false
-      i_get_base_device_timestamp: false
-      i_disable_node: false
-      i_calibration_file: ''
-      i_enable_preview: false
-      i_fps: 30.0
-      i_height: 720
-      i_interleaved: false
-      i_keep_preview_aspect_ratio: true
-      i_low_bandwidth: false
-      i_low_bandwidth_quality: 50
-      i_max_q_size: 30
-      i_preview_size: 300
-      i_publish_topic: true
-      i_resolution: '1080'
-      i_set_isp_scale: true
-      i_isp_num: 2
-      i_isp_den: 3
-      i_output_isp: true
-      i_width: 1280
-      r_exposure: 20000
-      r_focus: 1
-      r_iso: 800
-      r_set_man_exposure: false
-      r_set_man_focus: false
-      r_set_man_whitebalance: false
-      r_whitebalance: 3300
-    right:
-      i_board_socket_id: 2
-      i_calibration_file: ''
-      i_get_base_device_timestamp: false
-      i_fps: 30.0
-      i_height: 720
-      i_low_bandwidth: false
-      i_low_bandwidth_quality: 50
-      i_max_q_size: 30
-      i_publish_topic: false
-      i_simulate_from_topic: false
-      i_disable_node: false
-      i_resolution: '720'
-      i_width: 1280
-      r_exposure: 1000
-      r_iso: 800
-      r_set_man_exposure: false
-    stereo:
-      i_align_depth: true
-      i_get_base_device_timestamp: false
-      i_output_disparity: false
-      i_bilateral_sigma: 0
-      i_board_socket_id: 0
-      i_depth_filter_size: 5
-      i_depth_preset: HIGH_ACCURACY
-      i_disparity_width: DISPARITY_96
-      i_enable_companding: false
-      i_enable_decimation_filter: false
-      i_enable_distortion_correction: false
-      i_enable_spatial_filter: false
-      i_enable_speckle_filter: false
-      i_enable_temporal_filter: false
-      i_enable_threshold_filter: false
-      i_enable_brightness_filter: false
-      i_brightness_filter_min_brightness: 1
-      i_brightness_filter_max_brightness: 256
-      i_extended_disp: false
-      i_height: 720
-      i_low_bandwidth: false
-      i_low_bandwidth_quality: 50
-      i_lr_check: true
-      i_lrc_threshold: 10
-      i_max_q_size: 30
-      i_rectify_edge_fill_color: 0
-      i_stereo_conf_threshold: 240
-      i_set_input_size: false
-      i_input_width: 1280
-      i_input_height: 720
-      i_width: 1280
-    use_sim_time: false
\ No newline at end of file
+      i_nn_config_path: depthai_ros_driver/mobilenet
\ No newline at end of file
diff --git a/depthai_ros_driver/config/isaac_vslam.yaml b/depthai_ros_driver/config/isaac_vslam.yaml
new file mode 100644
index 00000000..937cef16
--- /dev/null
+++ b/depthai_ros_driver/config/isaac_vslam.yaml
@@ -0,0 +1,15 @@
+/oak:
+  ros__parameters:
+    camera:
+      i_enable_imu: true
+      i_enable_ir: false
+      i_pipeline_type: depth
+    stereo:
+      i_reverse_stereo_socket_order: true
+      i_publish_synced_rect_pair: true
+    left:
+      i_resolution: '400'
+      i_fps: 90.0
+    right:
+      i_resolution: '400'
+      i_fps: 90.0
\ No newline at end of file
diff --git a/depthai_ros_driver/config/pcl.yaml b/depthai_ros_driver/config/pcl.yaml
index 6fcddb92..1ea1fbb1 100644
--- a/depthai_ros_driver/config/pcl.yaml
+++ b/depthai_ros_driver/config/pcl.yaml
@@ -3,6 +3,7 @@
     camera:
       i_nn_type: none
     stereo:
-      i_align_depth: false
+      i_align_depth: true
+      i_board_socket_id: 2
       i_subpixel: true
       i_publish_right_rect: true
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/camera.hpp b/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
index 12376b38..19bc51ed 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/camera.hpp
@@ -21,45 +21,45 @@ using Trigger = std_srvs::srv::Trigger;
 class Camera : public rclcpp::Node {
    public:
     explicit Camera(const rclcpp::NodeOptions& options = rclcpp::NodeOptions());
-    /*
+    /**
      * @brief      Destructor of the class Camera. Stops the device and destroys the pipeline.
      */
     ~Camera();
-    /*
+    /**
      * @brief Creates the pipeline and starts the device. Also sets up parameter callback and services.
      */
     void onConfigure();
 
    private:
-    /*
+    /**
      * @brief      Print information about the device type.
      */
     void getDeviceType();
-    /*
+    /**
      * @brief      Create the pipeline by using PipelineGenerator.
      */
     void createPipeline();
-    /*
+    /**
      * @brief      Connect either to a first available device or to a device with a specific USB port, MXID or IP. Loops continuously until a device is found.
      */
     void startDevice();
-    /*
+    /**
      * @brief      Sets up the queues and creates publishers for the nodes in the pipeline.
      */
     void setupQueues();
-    /*
+    /**
      * @brief Sets IR floodlight and dot pattern projector.
      */
     void setIR();
-    /*
+    /**
      * @brief Saves pipeline as a json to a file.
      */
     void savePipeline();
-    /*
+    /**
      * @brief Saves calibration data to a json file.
      */
     void saveCalib();
-    /*
+    /**
      * @brief Loads calibration data from a path.
      * @param path Path to the calibration file.
      */
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
index b3ab1f9c..de6ca37e 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/base_node.hpp
@@ -19,7 +19,7 @@ namespace depthai_ros_driver {
 namespace dai_nodes {
 class BaseNode {
    public:
-    /*
+    /**
      * @brief      Constructor of the class BaseNode. Creates a node in the pipeline.
      *
      * @param[in]  daiNodeName  The dai node name
@@ -32,11 +32,11 @@ class BaseNode {
     virtual void link(dai::Node::Input in, int linkType = 0);
     virtual dai::Node::Input getInput(int linkType = 0);
     virtual void setupQueues(std::shared_ptr<dai::Device> device) = 0;
-    /*
+    /**
      * @brief      Sets the names of the queues.
      */
     virtual void setNames() = 0;
-    /*
+    /**
      * @brief      Link inputs and outputs.
      *
      * @param      pipeline  The pipeline
@@ -46,19 +46,19 @@ class BaseNode {
 
     void setNodeName(const std::string& daiNodeName);
     void setROSNodePointer(rclcpp::Node* node);
-    /*
+    /**
      * @brief      Gets the ROS node pointer.
      *
      * @return     The ROS node pointer.
      */
     rclcpp::Node* getROSNode();
-    /*
+    /**
      * @brief      Gets the name of the node.
      *
      * @return     The name.
      */
     std::string getName();
-    /*
+    /**
      * @brief    Append ROS node name to the frameName given.
      *
      * @param[in]  frameName  The frame name
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index ec3a390b..d5898914 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -27,7 +27,7 @@ namespace nn {
 template <typename T>
 class Detection : public BaseNode {
    public:
-    /*
+    /**
      * @brief      Constructor of the class Detection. Creates a DetectionNetwork node in the pipeline. Also creates an ImageManip node in the pipeline.
      *             The ImageManip node is used to resize the input frames to the size required by the DetectionNetwork node.
      *
@@ -47,7 +47,7 @@ class Detection : public BaseNode {
         setXinXout(pipeline);
     }
     ~Detection() = default;
-    /*
+    /**
      * @brief      Sets up the queues for the DetectionNetwork node and the ImageManip node. Also sets up the publishers for the DetectionNetwork node and the
      * ImageManip node.
      *
@@ -90,7 +90,7 @@ class Detection : public BaseNode {
             ptQ->addCallback(std::bind(sensor_helpers::basicCameraPub, std::placeholders::_1, std::placeholders::_2, *imageConverter, ptPub, infoManager));
         }
     };
-    /*
+    /**
      * @brief      Links the input of the DetectionNetwork node to the output of the ImageManip node.
      *
      * @param[in]  in        The input of the DetectionNetwork node
@@ -99,7 +99,7 @@ class Detection : public BaseNode {
     void link(dai::Node::Input in, int /*linkType*/) override {
         detectionNode->out.link(in);
     };
-    /*
+    /**
      * @brief      Gets the input of the DetectionNetwork node.
      *
      * @param[in]  linkType  The link type (not used)
@@ -117,7 +117,7 @@ class Detection : public BaseNode {
         nnQName = getName() + "_nn";
         ptQName = getName() + "_pt";
     };
-    /*
+    /**
      * @brief      Sets the XLinkOut for the DetectionNetwork node and the ImageManip node. Additionally enables the passthrough.
      *
      * @param      pipeline  The pipeline
@@ -132,7 +132,7 @@ class Detection : public BaseNode {
             detectionNode->passthrough.link(xoutPT->input);
         }
     };
-    /*
+    /**
      * @brief      Closes the queues for the DetectionNetwork node and the passthrough.
      */
     void closeQueues() override {
@@ -147,7 +147,7 @@ class Detection : public BaseNode {
     };
 
    private:
-    /*
+    /**
      * @brief      Callback for the DetectionNetwork node. Converts the ImgDetections to Detection2DArray and publishes it.
      *
      * @param[in]  name  The name of the stream
diff --git a/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
index 5904c4ef..f548d3e2 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
@@ -23,7 +23,7 @@ enum class PipelineType { RGB, RGBD, RGBStereo, Stereo, Depth, CamArray };
 class PipelineGenerator {
    public:
     ~PipelineGenerator() = default;
-    /*
+    /**
      * @brief      Validates the pipeline type. If the pipeline type is not valid for the number of sensors, it will be changed to the default type.
      *
      * @param      node       The node
@@ -33,7 +33,7 @@ class PipelineGenerator {
      * @return     The validated pipeline type.
      */
     PipelineType validatePipeline(rclcpp::Node* node, PipelineType type, int sensorNum);
-    /*
+    /**
      * @brief      Creates the pipeline by using a plugin. Plugin types need to be of type depthai_ros_driver::pipeline_gen::BasePipeline.
      *
      * @param      node          The node
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
index 22cb09bc..68045a5f 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
@@ -70,6 +70,9 @@ void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
             auto offset = static_cast<dai::CameraExposureOffset>(ph->getParam<int>("i_exposure_offset"));
             imageConverter->addExposureOffset(offset);
         }
+        if(ph->getParam<bool>("i_reverse_stereo_socket_order")) {
+            imageConverter->reverseStereoSocketOrder();
+        }
         infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index 6794c732..bce9811e 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -84,6 +84,10 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
             imageConverter->addExposureOffset(offset);
         }
 
+        if(ph->getParam<bool>("i_reverse_stereo_socket_order")) {
+            imageConverter->reverseStereoSocketOrder();
+        }
+
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
             infoManager->setCameraInfo(sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                                                     *imageConverter,
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index 9b7af0d8..1323aeae 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -10,7 +10,7 @@ namespace depthai_ros_driver {
 namespace dai_nodes {
 namespace sensor_helpers {
 
-std::vector<ImageSensor> availableSensors{{"IMX378", "4k", {"12mp", "4k"}, true},
+std::vector<ImageSensor> availableSensors{{"IMX378", "1080p", {"12mp", "4k", "1080p"}, true},
                                           {"OV9282", "800p", {"800p", "720p", "400p"}, false},
                                           {"OV9782", "800p", {"800p", "720p", "400p"}, true},
                                           {"OV9281", "800p", {"800p", "720p", "400p"}, true},
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index 8cc7437a..62eac8a7 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -132,7 +132,9 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
     }
     im = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + sensorInfo.name).get(), "/rect");
-
+    if(ph->getParam<bool>("i_reverse_stereo_socket_order")) {
+        conv->reverseStereoSocketOrder();
+    }
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
                                              *conv,
                                              device,
@@ -143,6 +145,11 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
         d = 0.0;
     }
 
+    for(auto& r : info.r) {
+        r = 0.0;
+    }
+    info.r[0] = info.r[4] = info.r[8] = 1.0;
+
     im->setCameraInfo(info);
 
     q = device->getOutputQueue(queueName, ph->getOtherNodeParam<int>(sensorInfo.name, "i_max_q_size"), false);
@@ -192,13 +199,14 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_low_bandwidth")) {
         stereoConv->convertFromBitstream(dai::RawImgFrame::Type::RAW8);
     }
-    if(!ph->getParam<bool>("i_output_disparity")) {
-        stereoConv->convertDispToDepth();
-    }
+
     if(ph->getParam<bool>("i_add_exposure_offset")) {
         auto offset = static_cast<dai::CameraExposureOffset>(ph->getParam<int>("i_exposure_offset"));
         stereoConv->addExposureOffset(offset);
     }
+    if(ph->getParam<bool>("i_reverse_stereo_socket_order")) {
+        stereoConv->reverseStereoSocketOrder();
+    }
     stereoIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
@@ -208,7 +216,15 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
                                              ph->getParam<int>("i_width"),
                                              ph->getParam<int>("i_height"));
     auto calibHandler = device->readCalibration();
-
+    if(!ph->getParam<bool>("i_output_disparity")) {
+        if(ph->getParam<bool>("i_reverse_stereo_socket_order")) {
+            stereoConv->convertDispToDepth(calibHandler.getBaselineDistance(leftSensInfo.socket, rightSensInfo.socket, false));
+        } else {
+            stereoConv->convertDispToDepth(calibHandler.getBaselineDistance(rightSensInfo.socket, leftSensInfo.socket, false));
+        }
+    }
+    double baseline = calibHandler.getBaselineDistance(leftSensInfo.socket, rightSensInfo.socket, false);
+    RCLCPP_INFO(getROSNode()->get_logger(), "Baseline distance: %f", baseline);
     // remove distortion since image is rectified
     for(auto& d : info.d) {
         d = 0.0;
@@ -217,7 +233,7 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
         r = 0.0;
     }
     info.r[0] = info.r[4] = info.r[8] = 1.0;
-    info.p[3] = calibHandler.getBaselineDistance(leftSensInfo.socket, rightSensInfo.socket);
+
     stereoIM->setCameraInfo(info);
     stereoQ = device->getOutputQueue(stereoQName, ph->getParam<int>("i_max_q_size"), false);
     if(ipcEnabled()) {
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 088b4e08..743c5d27 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -31,6 +31,7 @@ void SensorParamHandler::declareCommonParams() {
     declareAndLogParam<bool>("i_enable_lazy_publisher", true);
     declareAndLogParam<bool>("i_add_exposure_offset", false);
     declareAndLogParam<int>("i_exposure_offset", 0);
+    declareAndLogParam<bool>("i_reverse_stereo_socket_order", false);
     fSyncModeMap = {
         {"OFF", dai::CameraControl::FrameSyncMode::OFF},
         {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index cf2fc505..d5b7a7d4 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -62,6 +62,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     declareAndLogParam<bool>("i_add_exposure_offset", false);
     declareAndLogParam<int>("i_exposure_offset", 0);
     declareAndLogParam<bool>("i_enable_lazy_publisher", true);
+    declareAndLogParam<bool>("i_reverse_stereo_socket_order", false);
 
     declareAndLogParam<bool>("i_publish_synced_rect_pair", false);
     declareAndLogParam<bool>("i_publish_left_rect", false);

From 365d002f84e8c82c79953bab65d7ee657b17fd07 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Mon, 11 Sep 2023 15:47:29 +0200
Subject: [PATCH 25/38] update socket logic (#400)

---
 README.md                                     |  1 -
 depthai_bridge/CMakeLists.txt                 |  6 ++
 .../include/depthai_bridge/TFPublisher.hpp    |  8 ++
 depthai_bridge/package.xml                    |  3 +
 depthai_bridge/src/TFPublisher.cpp            | 13 +--
 depthai_descriptions/launch/urdf_launch.py    | 14 +++-
 .../dai_nodes/sensors/sensor_helpers.hpp      |  8 +-
 .../param_handlers/sensor_param_handler.hpp   | 13 +--
 .../param_handlers/stereo_param_handler.hpp   |  2 +-
 .../pipeline/pipeline_generator.hpp           |  4 +-
 .../include/depthai_ros_driver/utils.hpp      |  3 +-
 depthai_ros_driver/launch/camera.launch.py    |  3 +-
 .../src/dai_nodes/sensors/mono.cpp            |  7 +-
 .../src/dai_nodes/sensors/rgb.cpp             |  9 +-
 .../src/dai_nodes/sensors/sensor_helpers.cpp  | 68 ++++++++++++---
 .../src/dai_nodes/sensors/sensor_wrapper.cpp  |  2 +-
 depthai_ros_driver/src/dai_nodes/stereo.cpp   |  4 +-
 .../param_handlers/sensor_param_handler.cpp   | 83 +++++++------------
 .../param_handlers/stereo_param_handler.cpp   |  4 +-
 .../src/pipeline/base_types.cpp               | 14 ++--
 .../src/pipeline/pipeline_generator.cpp       | 23 +++--
 depthai_ros_driver/src/utils.cpp              | 16 +---
 22 files changed, 160 insertions(+), 148 deletions(-)

diff --git a/README.md b/README.md
index a31df59a..fd472b15 100644
--- a/README.md
+++ b/README.md
@@ -324,7 +324,6 @@ an example can be seen by running  `ros2 launch depthai_filters example_wls_filt
 - FeatureTrackerOverlay - publishes Tracked Features overlay based on features and images coming from the driver
 - Features3D - uses depth image to republish features as 3D pointcloud
 
-
 ### Using external sources for NN inference or Stereo Depth
 
 There is a possibility of using external image topics as input for NNs or Depth calculation.
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index 6e66bca9..d3626c84 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -38,6 +38,9 @@ find_package(stereo_msgs REQUIRED)
 find_package(std_msgs REQUIRED)
 find_package(vision_msgs REQUIRED)
 find_package(tf2_ros REQUIRED)
+find_package(tf2 REQUIRED)
+find_package(tf2_geometry_msgs REQUIRED)
+find_package(composition_interfaces REQUIRED)
 
 set(dependencies
   camera_info_manager
@@ -50,6 +53,9 @@ set(dependencies
   std_msgs
   vision_msgs
   tf2_ros
+  tf2_geometry_msgs
+  tf2
+  composition_interfaces
 )
 
 include_directories(
diff --git a/depthai_bridge/include/depthai_bridge/TFPublisher.hpp b/depthai_bridge/include/depthai_bridge/TFPublisher.hpp
index aa4bdd81..0e384ada 100644
--- a/depthai_bridge/include/depthai_bridge/TFPublisher.hpp
+++ b/depthai_bridge/include/depthai_bridge/TFPublisher.hpp
@@ -82,6 +82,14 @@ class TFPublisher {
     std::string _customXacroArgs;
     std::vector<dai::CameraFeatures> _camFeatures;
     rclcpp::Logger _logger;
+    const std::unordered_map<dai::CameraBoardSocket, std::string> _socketNameMap = {
+        {dai::CameraBoardSocket::AUTO, "rgb"},
+        {dai::CameraBoardSocket::CAM_A, "rgb"},
+        {dai::CameraBoardSocket::CAM_B, "left"},
+        {dai::CameraBoardSocket::CAM_C, "right"},
+        {dai::CameraBoardSocket::CAM_D, "left_back"},
+        {dai::CameraBoardSocket::CAM_E, "right_back"},
+    };
 };
 }  // namespace ros
 }  // namespace dai
\ No newline at end of file
diff --git a/depthai_bridge/package.xml b/depthai_bridge/package.xml
index efad0950..6df274ed 100644
--- a/depthai_bridge/package.xml
+++ b/depthai_bridge/package.xml
@@ -26,6 +26,9 @@
   <depend>stereo_msgs</depend>
   <depend>vision_msgs</depend>
   <depend>tf2_ros</depend>
+  <depend>tf2</depend>
+  <depend>tf2_geometry_msgs</depend>
+  <depend>composition_interfaces</depend>
 
   <exec_depend>robot_state_publisher</exec_depend>
   <exec_depend>xacro</exec_depend>
diff --git a/depthai_bridge/src/TFPublisher.cpp b/depthai_bridge/src/TFPublisher.cpp
index ae9bd691..730d5793 100644
--- a/depthai_bridge/src/TFPublisher.cpp
+++ b/depthai_bridge/src/TFPublisher.cpp
@@ -127,18 +127,7 @@ void TFPublisher::publishImuTransform(nlohmann::json json, rclcpp::Node* node) {
 }
 
 std::string TFPublisher::getCamSocketName(int socketNum) {
-    std::string name;
-    for(auto& cam : _camFeatures) {
-        if(cam.socket == static_cast<dai::CameraBoardSocket>(socketNum)) {
-            if(cam.name == "color" || cam.name == "center") {
-                name = "rgb";
-            } else {
-                name = cam.name;
-            }
-            return name;
-        }
-    }
-    throw std::runtime_error("Camera socket not found");
+    return _socketNameMap.at(static_cast<dai::CameraBoardSocket>(socketNum));
 }
 
 geometry_msgs::msg::Vector3 TFPublisher::transFromExtr(nlohmann::json translation) {
diff --git a/depthai_descriptions/launch/urdf_launch.py b/depthai_descriptions/launch/urdf_launch.py
index 039ddfaa..2ce03ede 100644
--- a/depthai_descriptions/launch/urdf_launch.py
+++ b/depthai_descriptions/launch/urdf_launch.py
@@ -10,7 +10,12 @@
 
 def launch_setup(context, *args, **kwargs):
     bringup_dir = get_package_share_directory('depthai_descriptions')
-    xacro_path = os.path.join(bringup_dir, 'urdf', 'depthai_descr.urdf.xacro')
+    use_base_descr = LaunchConfiguration('use_base_descr', default='false')
+    xacro_path = ''
+    if use_base_descr.perform(context) == 'true':
+        xacro_path = os.path.join(bringup_dir, 'urdf', 'base_descr.urdf.xacro')
+    else:
+        xacro_path = os.path.join(bringup_dir, 'urdf', 'depthai_descr.urdf.xacro')
 
     camera_model = LaunchConfiguration('camera_model',  default='OAK-D')
     tf_prefix = LaunchConfiguration('tf_prefix',     default='oak')
@@ -134,7 +139,12 @@ def generate_launch_description():
         DeclareLaunchArgument(
             'use_composition',
             default_value='false',
-            description='Use composition to start the robot_state_publisher node. Default value will be false')
+            description='Use composition to start the robot_state_publisher node. Default value will be false'),
+        DeclareLaunchArgument(
+            'use_base_descr',
+            default_value='false',
+            description='Launch base description. Default value will be false'
+        )
     ]
 
     return LaunchDescription(
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
index 09608c75..3066088c 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp
@@ -6,8 +6,10 @@
 
 #include "depthai-shared/datatype/RawImgFrame.hpp"
 #include "depthai-shared/properties/ColorCameraProperties.hpp"
+#include "depthai-shared/properties/MonoCameraProperties.hpp"
 #include "depthai-shared/properties/VideoEncoderProperties.hpp"
 #include "depthai/pipeline/datatype/ADatatype.hpp"
+#include "depthai/pipeline/datatype/CameraControl.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "sensor_msgs/msg/camera_info.hpp"
 
@@ -43,7 +45,11 @@ struct ImageSensor {
     bool color;
 };
 extern std::vector<ImageSensor> availableSensors;
-
+extern const std::unordered_map<dai::CameraBoardSocket, std::string> socketNameMap;
+extern const std::unordered_map<std::string, dai::MonoCameraProperties::SensorResolution> monoResolutionMap;
+extern const std::unordered_map<std::string, dai::ColorCameraProperties::SensorResolution> rgbResolutionMap;
+extern const std::unordered_map<std::string, dai::CameraControl::FrameSyncMode> fSyncModeMap;
+extern const std::unordered_map<std::string, dai::CameraImageOrientation> cameraImageOrientationMap;
 void basicCameraPub(const std::string& /*name*/,
                     const std::shared_ptr<dai::ADatatype>& data,
                     dai::ros::ImageConverter& converter,
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
index 5c47deaa..517022de 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
@@ -4,8 +4,6 @@
 #include <unordered_map>
 #include <vector>
 
-#include "depthai-shared/properties/ColorCameraProperties.hpp"
-#include "depthai-shared/properties/MonoCameraProperties.hpp"
 #include "depthai/pipeline/datatype/CameraControl.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/param_handlers/base_param_handler.hpp"
@@ -26,24 +24,19 @@ namespace depthai_ros_driver {
 namespace param_handlers {
 class SensorParamHandler : public BaseParamHandler {
    public:
-    explicit SensorParamHandler(rclcpp::Node* node, const std::string& name);
+    explicit SensorParamHandler(rclcpp::Node* node, const std::string& name, dai::CameraBoardSocket socket);
     ~SensorParamHandler();
-    void declareCommonParams();
+    void declareCommonParams(dai::CameraBoardSocket socket);
     void declareParams(std::shared_ptr<dai::node::MonoCamera> monoCam,
-                       dai::CameraBoardSocket socket,
                        dai_nodes::sensor_helpers::ImageSensor sensor,
                        bool publish);
     void declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam,
-                       dai::CameraBoardSocket socket,
                        dai_nodes::sensor_helpers::ImageSensor sensor,
                        bool publish);
     dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
 
    private:
-    std::unordered_map<std::string, dai::MonoCameraProperties::SensorResolution> monoResolutionMap;
-    std::unordered_map<std::string, dai::ColorCameraProperties::SensorResolution> rgbResolutionMap;
-    std::unordered_map<std::string, dai::CameraControl::FrameSyncMode> fSyncModeMap;
-    std::unordered_map<std::string, dai::CameraImageOrientation> cameraImageOrientationMap;
+    dai::CameraBoardSocket socketID;
 };
 }  // namespace param_handlers
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
index 26182143..c45c6595 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
@@ -24,7 +24,7 @@ class StereoParamHandler : public BaseParamHandler {
    public:
     explicit StereoParamHandler(rclcpp::Node* node, const std::string& name);
     ~StereoParamHandler();
-    void declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::vector<dai::CameraFeatures>& camFeatures);
+    void declareParams(std::shared_ptr<dai::node::StereoDepth> stereo);
     dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
     void updateSocketsFromParams(dai::CameraBoardSocket& left, dai::CameraBoardSocket& right);
 
diff --git a/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
index f548d3e2..9cb25266 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
@@ -26,13 +26,13 @@ class PipelineGenerator {
     /**
      * @brief      Validates the pipeline type. If the pipeline type is not valid for the number of sensors, it will be changed to the default type.
      *
-     * @param      node       The node
+     * @param      node       The node used for logging
      * @param[in]  type       The type
      * @param[in]  sensorNum  The sensor number
      *
      * @return     The validated pipeline type.
      */
-    PipelineType validatePipeline(rclcpp::Node* node, PipelineType type, int sensorNum);
+    std::string validatePipeline(rclcpp::Node* node,const std::string& typeStr, int sensorNum);
     /**
      * @brief      Creates the pipeline by using a plugin. Plugin types need to be of type depthai_ros_driver::pipeline_gen::BasePipeline.
      *
diff --git a/depthai_ros_driver/include/depthai_ros_driver/utils.hpp b/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
index 841cb6ef..a98b4483 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/utils.hpp
@@ -9,7 +9,6 @@
 
 namespace dai {
 enum class CameraBoardSocket;
-struct CameraFeatures;
 }  // namespace dai
 
 namespace depthai_ros_driver {
@@ -29,6 +28,6 @@ T getValFromMap(const std::string& name, const std::unordered_map<std::string, T
     }
 }
 std::string getUpperCaseStr(const std::string& string);
-std::string getSocketName(dai::CameraBoardSocket socket, std::vector<dai::CameraFeatures> camFeatures);
+std::string getSocketName(dai::CameraBoardSocket socket);
 }  // namespace utils
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/launch/camera.launch.py b/depthai_ros_driver/launch/camera.launch.py
index a51dd3f8..9e743c02 100644
--- a/depthai_ros_driver/launch/camera.launch.py
+++ b/depthai_ros_driver/launch/camera.launch.py
@@ -91,7 +91,8 @@ def launch_setup(context, *args, **kwargs):
                               'cam_roll': cam_roll,
                               'cam_pitch': cam_pitch,
                               'cam_yaw': cam_yaw,
-                              'use_composition': use_composition}.items()),
+                              'use_composition': use_composition,
+                              'use_base_descr': pass_tf_args_as_params}.items()),
 
         ComposableNodeContainer(
             name=name+"_container",
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
index 68045a5f..e71b5495 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/mono.cpp
@@ -28,8 +28,8 @@ Mono::Mono(const std::string& daiNodeName,
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
     setNames();
     monoCamNode = pipeline->create<dai::node::MonoCamera>();
-    ph = std::make_unique<param_handlers::SensorParamHandler>(node, daiNodeName);
-    ph->declareParams(monoCamNode, socket, sensor, publish);
+    ph = std::make_unique<param_handlers::SensorParamHandler>(node, daiNodeName, socket);
+    ph->declareParams(monoCamNode, sensor, publish);
     setXinXout(pipeline);
     RCLCPP_DEBUG(node->get_logger(), "Node %s created", daiNodeName.c_str());
 }
@@ -58,8 +58,7 @@ void Mono::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
 
 void Mono::setupQueues(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_publish_topic")) {
-        auto tfPrefix = getTFPrefix(
-            utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")), device->getConnectedCameraFeatures()));
+        auto tfPrefix = getTFPrefix(utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id"))));
         imageConverter =
             std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
         imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
index bce9811e..7286d19d 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/rgb.cpp
@@ -28,8 +28,8 @@ RGB::RGB(const std::string& daiNodeName,
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
     setNames();
     colorCamNode = pipeline->create<dai::node::ColorCamera>();
-    ph = std::make_unique<param_handlers::SensorParamHandler>(node, daiNodeName);
-    ph->declareParams(colorCamNode, socket, sensor, publish);
+    ph = std::make_unique<param_handlers::SensorParamHandler>(node, daiNodeName, socket);
+    ph->declareParams(colorCamNode, sensor, publish);
     setXinXout(pipeline);
     RCLCPP_DEBUG(node->get_logger(), "Node %s created", daiNodeName.c_str());
 }
@@ -69,8 +69,7 @@ void RGB::setXinXout(std::shared_ptr<dai::Pipeline> pipeline) {
 
 void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_publish_topic")) {
-        auto tfPrefix = getTFPrefix(
-            utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")), device->getConnectedCameraFeatures()));
+        auto tfPrefix = getTFPrefix(utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id"))));
         infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
         imageConverter =
@@ -127,7 +126,7 @@ void RGB::setupQueues(std::shared_ptr<dai::Device> device) {
 
         previewInfoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
             getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + previewQName).get(), previewQName);
-        auto tfPrefix = getTFPrefix(getName());
+        auto tfPrefix = getTFPrefix(utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id"))));
         imageConverter = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false);
         imageConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
         if(ph->getParam<std::string>("i_calibration_file").empty()) {
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index 1323aeae..40a39bf0 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -10,19 +10,61 @@ namespace depthai_ros_driver {
 namespace dai_nodes {
 namespace sensor_helpers {
 
-std::vector<ImageSensor> availableSensors{{"IMX378", "1080p", {"12mp", "4k", "1080p"}, true},
-                                          {"OV9282", "800p", {"800p", "720p", "400p"}, false},
-                                          {"OV9782", "800p", {"800p", "720p", "400p"}, true},
-                                          {"OV9281", "800p", {"800p", "720p", "400p"}, true},
-                                          {"IMX214", "1080p", {"13mp", "12mp", "4k", "1080p"}, true},
-                                          {"IMX412", "1080p", {"13mp", "12mp", "4k", "1080p"}, true},
-                                          {"OV7750", "480p", {"480p", "400p"}, false},
-                                          {"OV7251", "480p", {"480p", "400p"}, false},
-                                          {"IMX477", "1080p", {"12mp", "4k", "1080p"}, true},
-                                          {"IMX577", "1080p", {"12mp", "4k", "1080p"}, true},
-                                          {"AR0234", "1200p", {"1200p"}, true},
-                                          {"IMX582", "4k", {"48mp", "12mp", "4k"}, true},
-                                          {"LCM48", "4k", {"48mp", "12mp", "4k"}, true}};
+std::vector<ImageSensor> availableSensors = {{"IMX378", "1080P", {"12MP", "4K", "1080P"}, true},
+                                             {"OV9282", "800P", {"800P", "720P", "400P"}, false},
+                                             {"OV9782", "800P", {"800P", "720P", "400P"}, true},
+                                             {"OV9281", "800P", {"800P", "720P", "400P"}, true},
+                                             {"IMX214", "1080P", {"13MP", "12MP", "4K", "1080P"}, true},
+                                             {"IMX412", "1080P", {"13MP", "12MP", "4K", "1080P"}, true},
+                                             {"OV7750", "480P", {"480P", "400P"}, false},
+                                             {"OV7251", "480P", {"480P", "400P"}, false},
+                                             {"IMX477", "1080P", {"12MP", "4K", "1080P"}, true},
+                                             {"IMX577", "1080P", {"12MP", "4K", "1080P"}, true},
+                                             {"AR0234", "1200P", {"1200P"}, true},
+                                             {"IMX582", "4K", {"48MP", "12MP", "4K"}, true},
+                                             {"LCM48", "4K", {"48MP", "12MP", "4K"}, true}};
+const std::unordered_map<dai::CameraBoardSocket, std::string> socketNameMap = {
+    {dai::CameraBoardSocket::AUTO, "rgb"},
+    {dai::CameraBoardSocket::CAM_A, "rgb"},
+    {dai::CameraBoardSocket::CAM_B, "left"},
+    {dai::CameraBoardSocket::CAM_C, "right"},
+    {dai::CameraBoardSocket::CAM_D, "left_back"},
+    {dai::CameraBoardSocket::CAM_E, "right_back"},
+};
+const std::unordered_map<std::string, dai::MonoCameraProperties::SensorResolution> monoResolutionMap = {
+    {"400P", dai::MonoCameraProperties::SensorResolution::THE_400_P},
+    {"480P", dai::MonoCameraProperties::SensorResolution::THE_480_P},
+    {"720P", dai::MonoCameraProperties::SensorResolution::THE_720_P},
+    {"800P", dai::MonoCameraProperties::SensorResolution::THE_800_P},
+    {"1200P", dai::MonoCameraProperties::SensorResolution::THE_1200_P},
+};
+
+const std::unordered_map<std::string, dai::ColorCameraProperties::SensorResolution> rgbResolutionMap = {
+    {"720P", dai::ColorCameraProperties::SensorResolution::THE_720_P},
+    {"1080P", dai::ColorCameraProperties::SensorResolution::THE_1080_P},
+    {"4K", dai::ColorCameraProperties::SensorResolution::THE_4_K},
+    {"12MP", dai::ColorCameraProperties::SensorResolution::THE_12_MP},
+    {"13MP", dai::ColorCameraProperties::SensorResolution::THE_13_MP},
+    {"800P", dai::ColorCameraProperties::SensorResolution::THE_800_P},
+    {"1200P", dai::ColorCameraProperties::SensorResolution::THE_1200_P},
+    {"5MP", dai::ColorCameraProperties::SensorResolution::THE_5_MP},
+    {"4000x3000", dai::ColorCameraProperties::SensorResolution::THE_4000X3000},
+    {"5312X6000", dai::ColorCameraProperties::SensorResolution::THE_5312X6000},
+    {"48MP", dai::ColorCameraProperties::SensorResolution::THE_48_MP},
+    {"1440X1080", dai::ColorCameraProperties::SensorResolution::THE_1440X1080}};
+
+const std::unordered_map<std::string, dai::CameraControl::FrameSyncMode> fSyncModeMap = {
+    {"OFF", dai::CameraControl::FrameSyncMode::OFF},
+    {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
+    {"INPUT", dai::CameraControl::FrameSyncMode::INPUT},
+};
+const std::unordered_map<std::string, dai::CameraImageOrientation> cameraImageOrientationMap = {
+    {"NORMAL", dai::CameraImageOrientation::NORMAL},
+    {"ROTATE_180_DEG", dai::CameraImageOrientation::ROTATE_180_DEG},
+    {"AUTO", dai::CameraImageOrientation::AUTO},
+    {"HORIZONTAL_MIRROR", dai::CameraImageOrientation::HORIZONTAL_MIRROR},
+    {"VERTICAL_FLIP", dai::CameraImageOrientation::VERTICAL_FLIP},
+};
 
 void basicCameraPub(const std::string& /*name*/,
                     const std::shared_ptr<dai::ADatatype>& data,
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
index f91a8480..4f748b8f 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
@@ -21,7 +21,7 @@ SensorWrapper::SensorWrapper(const std::string& daiNodeName,
                              bool publish)
     : BaseNode(daiNodeName, node, pipeline) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s base", daiNodeName.c_str());
-    ph = std::make_unique<param_handlers::SensorParamHandler>(node, daiNodeName);
+    ph = std::make_unique<param_handlers::SensorParamHandler>(node, daiNodeName, socket);
 
     if(ph->getParam<bool>("i_simulate_from_topic")) {
         std::string topicName = ph->getParam<std::string>("i_simulated_topic_name");
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index 62eac8a7..ccfd7c02 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -43,7 +43,7 @@ Stereo::Stereo(const std::string& daiNodeName,
     stereoCamNode = pipeline->create<dai::node::StereoDepth>();
     left = std::make_unique<SensorWrapper>(leftSensInfo.name, node, pipeline, device, leftSensInfo.socket, false);
     right = std::make_unique<SensorWrapper>(rightSensInfo.name, node, pipeline, device, rightSensInfo.socket, false);
-    ph->declareParams(stereoCamNode, features);
+    ph->declareParams(stereoCamNode);
     setXinXout(pipeline);
     left->link(stereoCamNode->left);
     right->link(stereoCamNode->right);
@@ -223,8 +223,6 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
             stereoConv->convertDispToDepth(calibHandler.getBaselineDistance(rightSensInfo.socket, leftSensInfo.socket, false));
         }
     }
-    double baseline = calibHandler.getBaselineDistance(leftSensInfo.socket, rightSensInfo.socket, false);
-    RCLCPP_INFO(getROSNode()->get_logger(), "Baseline distance: %f", baseline);
     // remove distortion since image is rectified
     for(auto& d : info.d) {
         d = 0.0;
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 743c5d27..386be4af 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -11,12 +11,12 @@
 
 namespace depthai_ros_driver {
 namespace param_handlers {
-SensorParamHandler::SensorParamHandler(rclcpp::Node* node, const std::string& name) : BaseParamHandler(node, name) {
-    declareCommonParams();
+SensorParamHandler::SensorParamHandler(rclcpp::Node* node, const std::string& name, dai::CameraBoardSocket socket) : BaseParamHandler(node, name) {
+    declareCommonParams(socket);
 };
 SensorParamHandler::~SensorParamHandler() = default;
 
-void SensorParamHandler::declareCommonParams() {
+void SensorParamHandler::declareCommonParams(dai::CameraBoardSocket socket) {
     declareAndLogParam<int>("i_max_q_size", 30);
     declareAndLogParam<bool>("i_low_bandwidth", false);
     declareAndLogParam<int>("i_low_bandwidth_quality", 50);
@@ -25,43 +25,32 @@ void SensorParamHandler::declareCommonParams() {
     declareAndLogParam<std::string>("i_simulated_topic_name", "");
     declareAndLogParam<bool>("i_disable_node", false);
     declareAndLogParam<bool>("i_get_base_device_timestamp", false);
-    declareAndLogParam<int>("i_board_socket_id", 0);
+    socketID = static_cast<dai::CameraBoardSocket>(declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket), 0));
     declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     declareAndLogParam<bool>("i_enable_feature_tracker", false);
     declareAndLogParam<bool>("i_enable_lazy_publisher", true);
     declareAndLogParam<bool>("i_add_exposure_offset", false);
     declareAndLogParam<int>("i_exposure_offset", 0);
     declareAndLogParam<bool>("i_reverse_stereo_socket_order", false);
-    fSyncModeMap = {
-        {"OFF", dai::CameraControl::FrameSyncMode::OFF},
-        {"OUTPUT", dai::CameraControl::FrameSyncMode::OUTPUT},
-        {"INPUT", dai::CameraControl::FrameSyncMode::INPUT},
-    };
-    cameraImageOrientationMap = {
-        {"NORMAL", dai::CameraImageOrientation::NORMAL},
-        {"ROTATE_180_DEG", dai::CameraImageOrientation::ROTATE_180_DEG},
-        {"AUTO", dai::CameraImageOrientation::AUTO},
-        {"HORIZONTAL_MIRROR", dai::CameraImageOrientation::HORIZONTAL_MIRROR},
-        {"VERTICAL_FLIP", dai::CameraImageOrientation::VERTICAL_FLIP},
-    };
 }
 
-void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> monoCam,
-                                       dai::CameraBoardSocket socket,
-                                       dai_nodes::sensor_helpers::ImageSensor,
-                                       bool publish) {
-    monoResolutionMap = {
-        {"400", dai::MonoCameraProperties::SensorResolution::THE_400_P},
-        {"480", dai::MonoCameraProperties::SensorResolution::THE_480_P},
-        {"720", dai::MonoCameraProperties::SensorResolution::THE_720_P},
-        {"800", dai::MonoCameraProperties::SensorResolution::THE_800_P},
-        {"1200", dai::MonoCameraProperties::SensorResolution::THE_1200_P},
-    };
-    declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket), true);
-    monoCam->setBoardSocket(socket);
+void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> monoCam, dai_nodes::sensor_helpers::ImageSensor sensor, bool publish) {
+    monoCam->setBoardSocket(socketID);
     monoCam->setFps(declareAndLogParam<double>("i_fps", 30.0));
     declareAndLogParam<bool>("i_publish_topic", publish);
-    monoCam->setResolution(utils::getValFromMap(declareAndLogParam<std::string>("i_resolution", "720"), monoResolutionMap));
+    auto resString = declareAndLogParam<std::string>("i_resolution", sensor.defaultResolution);
+
+    // if resolution not in allowed resolutions, use default
+    if(std::find(sensor.allowedResolutions.begin(), sensor.allowedResolutions.end(), resString) == sensor.allowedResolutions.end()) {
+        RCLCPP_WARN(getROSNode()->get_logger(),
+                    "Resolution %s not supported by sensor %s. Using default resolution %s",
+                    resString.c_str(),
+                    sensor.name.c_str(),
+                    sensor.defaultResolution.c_str());
+        resString = sensor.defaultResolution;
+    }
+
+    monoCam->setResolution(utils::getValFromMap(resString, dai_nodes::sensor_helpers::monoResolutionMap));
     declareAndLogParam<int>("i_width", monoCam->getResolutionWidth());
     declareAndLogParam<int>("i_height", monoCam->getResolutionHeight());
     size_t iso = declareAndLogParam("r_iso", 800, getRangedIntDescriptor(100, 1600));
@@ -71,7 +60,8 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> mo
         monoCam->initialControl.setManualExposure(exposure, iso);
     }
     if(declareAndLogParam<bool>("i_fsync_continuous", false)) {
-        monoCam->initialControl.setFrameSyncMode(utils::getValFromMap(declareAndLogParam<std::string>("i_fsync_mode", "INPUT"), fSyncModeMap));
+        monoCam->initialControl.setFrameSyncMode(
+            utils::getValFromMap(declareAndLogParam<std::string>("i_fsync_mode", "INPUT"), dai_nodes::sensor_helpers::fSyncModeMap));
     }
     if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         monoCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
@@ -79,29 +69,14 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> mo
     if(declareAndLogParam<bool>("i_set_isp3a_fps", false)) {
         monoCam->setIsp3aFps(declareAndLogParam<int>("i_isp3a_fps", 10));
     }
-    monoCam->setImageOrientation(utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), cameraImageOrientationMap));
+    monoCam->setImageOrientation(
+        utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), dai_nodes::sensor_helpers::cameraImageOrientationMap));
 }
-void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam,
-                                       dai::CameraBoardSocket socket,
-                                       dai_nodes::sensor_helpers::ImageSensor sensor,
-                                       bool publish) {
-    rgbResolutionMap = {{"720p", dai::ColorCameraProperties::SensorResolution::THE_720_P},
-                        {"1080p", dai::ColorCameraProperties::SensorResolution::THE_1080_P},
-                        {"4k", dai::ColorCameraProperties::SensorResolution::THE_4_K},
-                        {"12mp", dai::ColorCameraProperties::SensorResolution::THE_12_MP},
-                        {"13mp", dai::ColorCameraProperties::SensorResolution::THE_13_MP},
-                        {"800p", dai::ColorCameraProperties::SensorResolution::THE_800_P},
-                        {"1200p", dai::ColorCameraProperties::SensorResolution::THE_1200_P},
-                        {"5MP", dai::ColorCameraProperties::SensorResolution::THE_5_MP},
-                        {"4000x3000", dai::ColorCameraProperties::SensorResolution::THE_4000X3000},
-                        {"5312X6000", dai::ColorCameraProperties::SensorResolution::THE_5312X6000},
-                        {"48mp", dai::ColorCameraProperties::SensorResolution::THE_48_MP},
-                        {"1440X1080", dai::ColorCameraProperties::SensorResolution::THE_1440X1080}};
+void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam, dai_nodes::sensor_helpers::ImageSensor sensor, bool publish) {
     declareAndLogParam<bool>("i_publish_topic", publish);
-    declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket));
+    colorCam->setBoardSocket(socketID);
     declareAndLogParam<bool>("i_output_isp", true);
     declareAndLogParam<bool>("i_enable_preview", false);
-    colorCam->setBoardSocket(socket);
     colorCam->setFps(declareAndLogParam<double>("i_fps", 30.0));
     int preview_size = declareAndLogParam<int>("i_preview_size", 300);
     int preview_width = declareAndLogParam<int>("i_preview_width", preview_size);
@@ -121,7 +96,7 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
 
     int width = colorCam->getResolutionWidth();
     int height = colorCam->getResolutionHeight();
-    colorCam->setResolution(utils::getValFromMap(resString, rgbResolutionMap));
+    colorCam->setResolution(utils::getValFromMap(resString, dai_nodes::sensor_helpers::rgbResolutionMap));
 
     colorCam->setInterleaved(declareAndLogParam<bool>("i_interleaved", false));
     if(declareAndLogParam<bool>("i_set_isp_scale", true)) {
@@ -155,7 +130,8 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
         colorCam->initialControl.setManualWhiteBalance(whitebalance);
     }
     if(declareAndLogParam<bool>("i_fsync_continuous", false)) {
-        colorCam->initialControl.setFrameSyncMode(utils::getValFromMap(declareAndLogParam<std::string>("i_fsync_mode", "INPUT"), fSyncModeMap));
+        colorCam->initialControl.setFrameSyncMode(
+            utils::getValFromMap(declareAndLogParam<std::string>("i_fsync_mode", "INPUT"), dai_nodes::sensor_helpers::fSyncModeMap));
     }
     if(declareAndLogParam<bool>("i_fsync_trigger", false)) {
         colorCam->initialControl.setExternalTrigger(declareAndLogParam<int>("i_num_frames_burst", 1), declareAndLogParam<int>("i_num_frames_discard", 0));
@@ -163,7 +139,8 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     if(declareAndLogParam<bool>("i_set_isp3a_fps", false)) {
         colorCam->setIsp3aFps(declareAndLogParam<int>("i_isp3a_fps", 10));
     }
-    colorCam->setImageOrientation(utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), cameraImageOrientationMap));
+    colorCam->setImageOrientation(
+        utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), dai_nodes::sensor_helpers::cameraImageOrientationMap));
 }
 dai::CameraControl SensorParamHandler::setRuntimeParams(const std::vector<rclcpp::Parameter>& params) {
     dai::CameraControl ctrl;
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index d5b7a7d4..f7d8c158 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -51,7 +51,7 @@ void StereoParamHandler::updateSocketsFromParams(dai::CameraBoardSocket& left, d
     right = static_cast<dai::CameraBoardSocket>(newRightS);
 }
 
-void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> stereo, const std::vector<dai::CameraFeatures>& camFeatures) {
+void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> stereo) {
     declareAndLogParam<int>("i_max_q_size", 30);
     declareAndLogParam<bool>("i_low_bandwidth", false);
     declareAndLogParam<int>("i_low_bandwidth_quality", 50);
@@ -85,7 +85,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     auto socket = static_cast<dai::CameraBoardSocket>(declareAndLogParam<int>("i_board_socket_id", static_cast<int>(dai::CameraBoardSocket::CAM_A)));
     std::string socketName;
     if(declareAndLogParam<bool>("i_align_depth", true)) {
-        socketName = utils::getSocketName(socket, camFeatures);
+        socketName = utils::getSocketName(socket);
         try {
             width = getROSNode()->get_parameter(socketName + ".i_width").as_int();
             height = getROSNode()->get_parameter(socketName + ".i_height").as_int();
diff --git a/depthai_ros_driver/src/pipeline/base_types.cpp b/depthai_ros_driver/src/pipeline/base_types.cpp
index 12c9752a..ccc7f537 100644
--- a/depthai_ros_driver/src/pipeline/base_types.cpp
+++ b/depthai_ros_driver/src/pipeline/base_types.cpp
@@ -35,7 +35,7 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> RGB::createPipeline(rclcpp::No
             break;
         }
         case NNType::Spatial: {
-            RCLCPP_WARN(node->get_logger(), "Spatial NN selected, but configuration is RGB.");
+            RCLCPP_WARN(node->get_logger(), "Spatial NN selected, but configuration is RGB. Please change camera.i_nn_type parameter to RGB.");
         }
         default:
             break;
@@ -93,7 +93,7 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> RGBStereo::createPipeline(rclc
             break;
         }
         case NNType::Spatial: {
-            RCLCPP_WARN(node->get_logger(), "Spatial NN selected, but configuration is RGBStereo.");
+            RCLCPP_WARN(node->get_logger(), "Spatial NN selected, but configuration is RGBStereo. Please change camera.i_nn_type parameter to RGB.");
         }
         default:
             break;
@@ -130,13 +130,9 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> CamArray::createPipeline(rclcp
     std::vector<std::unique_ptr<dai_nodes::BaseNode>> daiNodes;
 
     for(auto& feature : device->getConnectedCameraFeatures()) {
-        if(feature.name == "color") {
-            auto daiNode = std::make_unique<dai_nodes::SensorWrapper>("rgb", node, pipeline, device, feature.socket);
-            daiNodes.push_back(std::move(daiNode));
-        } else {
-            auto daiNode = std::make_unique<dai_nodes::SensorWrapper>(feature.name, node, pipeline, device, feature.socket);
-            daiNodes.push_back(std::move(daiNode));
-        }
+        auto name = utils::getSocketName(feature.socket);
+        auto daiNode = std::make_unique<dai_nodes::SensorWrapper>(name, node, pipeline, device, feature.socket);
+        daiNodes.push_back(std::move(daiNode));
     };
     return daiNodes;
 }
diff --git a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
index e9948a14..b26e6039 100644
--- a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
+++ b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
@@ -23,9 +23,8 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> PipelineGenerator::createPipel
     // Check if one of the default types.
     try {
         std::string pTypeUpCase = utils::getUpperCaseStr(pipelineType);
-        auto pType = utils::getValFromMap(pTypeUpCase, pipelineTypeMap);
-        pType = validatePipeline(node, pType, device->getCameraSensorNames().size());
-        pluginType = utils::getValFromMap(pTypeUpCase, pluginTypeMap);
+        auto pTypeValidated = validatePipeline(node, pTypeUpCase, device->getCameraSensorNames().size());
+        pluginType = utils::getValFromMap(pTypeValidated, pluginTypeMap);
     } catch(std::out_of_range& e) {
         RCLCPP_DEBUG(node->get_logger(), "Pipeline type [%s] not found in base types, trying to load as a plugin.", pipelineType.c_str());
     }
@@ -52,22 +51,20 @@ std::vector<std::unique_ptr<dai_nodes::BaseNode>> PipelineGenerator::createPipel
     return daiNodes;
 }
 
-PipelineType PipelineGenerator::validatePipeline(rclcpp::Node* node, PipelineType type, int sensorNum) {
+std::string PipelineGenerator::validatePipeline(rclcpp::Node* node, const std::string& typeStr, int sensorNum) {
+    auto pType = utils::getValFromMap(typeStr, pipelineTypeMap);
     if(sensorNum == 1) {
-        if(type != PipelineType::RGB) {
+        if(pType != PipelineType::RGB) {
             RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only one sensor. Switching to RGB.");
-            return PipelineType::RGB;
+            return "RGB";
         }
     } else if(sensorNum == 2) {
-        if(type != PipelineType::Stereo && type != PipelineType::Depth) {
-            RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only stereo pair. Switching to Stereo.");
-            return PipelineType::Stereo;
+        if(pType != PipelineType::Stereo && pType != PipelineType::Depth) {
+            RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only stereo pair. Switching to Depth.");
+            return "DEPTH";
         }
-    } else if(sensorNum > 3 && type != PipelineType::CamArray) {
-        RCLCPP_ERROR(node->get_logger(), "For cameras with more than three sensors you can only use CamArray. Switching to CamArray.");
-        return PipelineType::CamArray;
     }
-    return type;
+    return typeStr;
 }
 }  // namespace pipeline_gen
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/src/utils.cpp b/depthai_ros_driver/src/utils.cpp
index 6d50a2c5..d4813e55 100644
--- a/depthai_ros_driver/src/utils.cpp
+++ b/depthai_ros_driver/src/utils.cpp
@@ -2,6 +2,7 @@
 
 #include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai-shared/common/CameraFeatures.hpp"
+#include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 namespace depthai_ros_driver {
 namespace utils {
 std::string getUpperCaseStr(const std::string& string) {
@@ -9,19 +10,8 @@ std::string getUpperCaseStr(const std::string& string) {
     for(auto& c : upper) c = toupper(c);
     return upper;
 }
-std::string getSocketName(dai::CameraBoardSocket socket, std::vector<dai::CameraFeatures> camFeatures) {
-    std::string name;
-    for(auto& cam : camFeatures) {
-        if(cam.socket == socket) {
-            if(cam.name == "color" || cam.name == "center") {
-                name = "rgb";
-            } else {
-                name = cam.name;
-            }
-            return name;
-        }
-    }
-    throw std::runtime_error("Camera socket not found");
+std::string getSocketName(dai::CameraBoardSocket socket) {
+    return dai_nodes::sensor_helpers::socketNameMap.at(socket);
 }
 }  // namespace utils
 }  // namespace depthai_ros_driver
\ No newline at end of file

From dbcadce473745478af8234f52e7d56738a4b5b22 Mon Sep 17 00:00:00 2001
From: BriceRenaudeau <48433002+BriceRenaudeau@users.noreply.github.com>
Date: Tue, 12 Sep 2023 12:36:23 +0200
Subject: [PATCH 26/38] get and set DisparityToDepthUseSpecTranslation (#397)

---
 .../src/param_handlers/stereo_param_handler.cpp              | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index f7d8c158..2ec0d1b2 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -106,6 +106,9 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     if(declareAndLogParam<bool>("i_enable_distortion_correction", false)) {
         stereo->enableDistortionCorrection(true);
     }
+    if(declareAndLogParam<bool>("i_set_disparity_to_depth_use_spec_translation", false)) {
+        stereo->setDisparityToDepthUseSpecTranslation(true);
+    }
 
     stereo->initialConfig.setBilateralFilterSigma(declareAndLogParam<int>("i_bilateral_sigma", 0));
     stereo->initialConfig.setLeftRightCheckThreshold(declareAndLogParam<int>("i_lrc_threshold", 10));
@@ -176,4 +179,4 @@ dai::CameraControl StereoParamHandler::setRuntimeParams(const std::vector<rclcpp
     return ctrl;
 }
 }  // namespace param_handlers
-}  // namespace depthai_ros_driver
\ No newline at end of file
+}  // namespace depthai_ros_driver

From 96c4fd24aebd0383b1613aa648a1dd7b3e6a58f7 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Tue, 12 Sep 2023 17:36:35 +0200
Subject: [PATCH 27/38] Update sensor names & readme (#403)

---
 README.md                                   |  4 +++-
 depthai_ros_driver/src/dai_nodes/stereo.cpp | 26 +++++++++++++--------
 2 files changed, 19 insertions(+), 11 deletions(-)

diff --git a/README.md b/README.md
index fd472b15..d3acce0d 100644
--- a/README.md
+++ b/README.md
@@ -406,6 +406,7 @@ For easier development inside isolated workspace, one can use Visual Studio Code
 - Open workspace directory in VSCode
 
 ### List of parameters:
+```yaml
 /oak:
   ros__parameters:
     camera:
@@ -611,4 +612,5 @@ For easier development inside isolated workspace, one can use Visual Studio Code
       i_subpixel: false
       i_update_ros_base_time_on_ros_msg: false
       i_width: 1280
-    use_sim_time: false
\ No newline at end of file
+    use_sim_time: false
+```
\ No newline at end of file
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index ccfd7c02..d4ece8c2 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -13,6 +13,7 @@
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp"
 #include "depthai_ros_driver/param_handlers/stereo_param_handler.hpp"
+#include "depthai_ros_driver/utils.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
 #include "rclcpp/node.hpp"
@@ -40,9 +41,13 @@ Stereo::Stereo(const std::string& daiNodeName,
             continue;
         }
     }
+    RCLCPP_DEBUG(node->get_logger(),
+                 "Creating stereo node with left sensor %s and right sensor %s",
+                 utils::getSocketName(leftSensInfo.socket).c_str(),
+                 utils::getSocketName(rightSensInfo.socket).c_str());
+    left = std::make_unique<SensorWrapper>(utils::getSocketName(leftSensInfo.socket), node, pipeline, device, leftSensInfo.socket, false);
+    right = std::make_unique<SensorWrapper>(utils::getSocketName(rightSensInfo.socket), node, pipeline, device, rightSensInfo.socket, false);
     stereoCamNode = pipeline->create<dai::node::StereoDepth>();
-    left = std::make_unique<SensorWrapper>(leftSensInfo.name, node, pipeline, device, leftSensInfo.socket, false);
-    right = std::make_unique<SensorWrapper>(rightSensInfo.name, node, pipeline, device, rightSensInfo.socket, false);
     ph->declareParams(stereoCamNode);
     setXinXout(pipeline);
     left->link(stereoCamNode->left);
@@ -118,7 +123,8 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
                             rclcpp::Publisher<sensor_msgs::msg::CameraInfo>::SharedPtr infoPub,
                             image_transport::CameraPublisher& pubIT,
                             bool isLeft) {
-    auto tfPrefix = getTFPrefix(sensorInfo.name);
+    auto sensorName = utils::getSocketName(sensorInfo.socket);
+    auto tfPrefix = getTFPrefix(sensorName);
     conv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
     conv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
     bool lowBandwidth = ph->getParam<bool>(isLeft ? "i_left_rect_low_bandwidth" : "i_right_rect_low_bandwidth");
@@ -131,7 +137,7 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
         conv->addExposureOffset(offset);
     }
     im = std::make_shared<camera_info_manager::CameraInfoManager>(
-        getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + sensorInfo.name).get(), "/rect");
+        getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + sensorName).get(), "/rect");
     if(ph->getParam<bool>("i_reverse_stereo_socket_order")) {
         conv->reverseStereoSocketOrder();
     }
@@ -139,8 +145,8 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
                                              *conv,
                                              device,
                                              sensorInfo.socket,
-                                             ph->getOtherNodeParam<int>(sensorInfo.name, "i_width"),
-                                             ph->getOtherNodeParam<int>(sensorInfo.name, "i_height"));
+                                             ph->getOtherNodeParam<int>(sensorName, "i_width"),
+                                             ph->getOtherNodeParam<int>(sensorName, "i_height"));
     for(auto& d : info.d) {
         d = 0.0;
     }
@@ -152,13 +158,13 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
 
     im->setCameraInfo(info);
 
-    q = device->getOutputQueue(queueName, ph->getOtherNodeParam<int>(sensorInfo.name, "i_max_q_size"), false);
+    q = device->getOutputQueue(queueName, ph->getOtherNodeParam<int>(sensorName, "i_max_q_size"), false);
 
     // if publish synced pair is set to true then we skip individual publishing of left and right rectified frames
     bool addCallback = !ph->getParam<bool>("i_publish_synced_rect_pair");
 
     if(ipcEnabled()) {
-        pub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + sensorInfo.name + "/image_rect", 10);
+        pub = getROSNode()->create_publisher<sensor_msgs::msg::Image>("~/" + sensorName + "/image_rect", 10);
         infoPub = getROSNode()->create_publisher<sensor_msgs::msg::CameraInfo>("~/" + getName() + "/camera_info", 10);
         if(addCallback) {
             q->addCallback(std::bind(sensor_helpers::splitPub,
@@ -171,7 +177,7 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
                                      ph->getParam<bool>("i_enable_lazy_publisher")));
         }
     } else {
-        pubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + sensorInfo.name + "/image_rect");
+        pubIT = image_transport::create_camera_publisher(getROSNode(), "~/" + sensorName + "/image_rect");
         if(addCallback) {
             q->addCallback(std::bind(
                 sensor_helpers::cameraPub, std::placeholders::_1, std::placeholders::_2, *conv, pubIT, im, ph->getParam<bool>("i_enable_lazy_publisher")));
@@ -192,7 +198,7 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_align_depth")) {
         tfPrefix = getTFPrefix(ph->getParam<std::string>("i_socket_name"));
     } else {
-        tfPrefix = getTFPrefix(rightSensInfo.name);
+        tfPrefix = getTFPrefix(utils::getSocketName(rightSensInfo.socket).c_str());
     }
     stereoConv = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false, ph->getParam<bool>("i_get_base_device_timestamp"));
     stereoConv->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));

From 715d4807945e35c527abaa3e19611df60e3c54f0 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Wed, 13 Sep 2023 11:14:37 +0200
Subject: [PATCH 28/38] Pre_release_v281_humble (#404)

---
 depthai-ros/CHANGELOG.rst           | 9 +++++++++
 depthai-ros/CMakeLists.txt          | 2 +-
 depthai-ros/package.xml             | 2 +-
 depthai_bridge/CMakeLists.txt       | 2 +-
 depthai_bridge/package.xml          | 2 +-
 depthai_descriptions/CMakeLists.txt | 2 +-
 depthai_descriptions/package.xml    | 2 +-
 depthai_examples/CMakeLists.txt     | 2 +-
 depthai_examples/package.xml        | 2 +-
 depthai_filters/CMakeLists.txt      | 2 +-
 depthai_filters/package.xml         | 2 +-
 depthai_ros_driver/CMakeLists.txt   | 2 +-
 depthai_ros_driver/package.xml      | 2 +-
 depthai_ros_msgs/CMakeLists.txt     | 2 +-
 depthai_ros_msgs/package.xml        | 2 +-
 15 files changed, 23 insertions(+), 14 deletions(-)

diff --git a/depthai-ros/CHANGELOG.rst b/depthai-ros/CHANGELOG.rst
index 49baa52c..fe7cc640 100644
--- a/depthai-ros/CHANGELOG.rst
+++ b/depthai-ros/CHANGELOG.rst
@@ -2,6 +2,15 @@
 Changelog for package depthai-ros
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
+2.8.1 (2023-09-12)
+-------------------
+
+* Added support for OpenCV Stereo order convention
+* Added disparity to depth use spec translation parameter
+* Updated sensor socket logic
+* Fixed issues when running robot_state_publisher as component
+* Added missing tf2 dependencies
+
 2.8.0 (2023-09-01)
 -------------------
 * Add camera image orientation param 
diff --git a/depthai-ros/CMakeLists.txt b/depthai-ros/CMakeLists.txt
index 17607a09..da7c44c4 100644
--- a/depthai-ros/CMakeLists.txt
+++ b/depthai-ros/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai-ros VERSION 2.8.0 LANGUAGES CXX C)
+project(depthai-ros VERSION 2.8.1 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 
diff --git a/depthai-ros/package.xml b/depthai-ros/package.xml
index 85100343..c089df8a 100644
--- a/depthai-ros/package.xml
+++ b/depthai-ros/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai-ros</name>
-  <version>2.8.0</version>
+  <version>2.8.1</version>
   <description>The depthai-ros package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index d3626c84..fa6e93de 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -1,7 +1,7 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 
-project(depthai_bridge VERSION 2.8.0 LANGUAGES CXX C)
+project(depthai_bridge VERSION 2.8.1 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_bridge/package.xml b/depthai_bridge/package.xml
index 6df274ed..435e70c4 100644
--- a/depthai_bridge/package.xml
+++ b/depthai_bridge/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_bridge</name>
-  <version>2.8.0</version>
+  <version>2.8.1</version>
   <description>The depthai_bridge package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_descriptions/CMakeLists.txt b/depthai_descriptions/CMakeLists.txt
index 6e6c8916..b3f8a25f 100644
--- a/depthai_descriptions/CMakeLists.txt
+++ b/depthai_descriptions/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_descriptions VERSION 2.8.0)
+project(depthai_descriptions VERSION 2.8.1)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_descriptions/package.xml b/depthai_descriptions/package.xml
index f82814aa..278f1b55 100644
--- a/depthai_descriptions/package.xml
+++ b/depthai_descriptions/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_descriptions</name>
-  <version>2.8.0</version>
+  <version>2.8.1</version>
   <description>The depthai_descriptions package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_examples/CMakeLists.txt b/depthai_examples/CMakeLists.txt
index 5acb9a8f..7ea3c030 100644
--- a/depthai_examples/CMakeLists.txt
+++ b/depthai_examples/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
-project(depthai_examples VERSION 2.8.0 LANGUAGES CXX C)
+project(depthai_examples VERSION 2.8.1 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_examples/package.xml b/depthai_examples/package.xml
index cfba823a..0b52a656 100644
--- a/depthai_examples/package.xml
+++ b/depthai_examples/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_examples</name>
-  <version>2.8.0</version>
+  <version>2.8.1</version>
   <description>The depthai_examples package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index 148f4ad4..c6fbc975 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_filters VERSION 2.8.0 LANGUAGES CXX C)
+project(depthai_filters VERSION 2.8.1 LANGUAGES CXX C)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_filters/package.xml b/depthai_filters/package.xml
index e834f431..894ba98b 100644
--- a/depthai_filters/package.xml
+++ b/depthai_filters/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_filters</name>
-  <version>2.8.0</version>
+  <version>2.8.1</version>
   <description>Depthai filters package</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <license>MIT</license>
diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index 27e84c2a..e0241045 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.22)
-project(depthai_ros_driver VERSION 2.8.0)
+project(depthai_ros_driver VERSION 2.8.1)
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 set(CMAKE_BUILD_SHARED_LIBS ON)
 set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
diff --git a/depthai_ros_driver/package.xml b/depthai_ros_driver/package.xml
index e0bd5ca0..15f4ebbb 100644
--- a/depthai_ros_driver/package.xml
+++ b/depthai_ros_driver/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_ros_driver</name>
-  <version>2.8.0</version>
+  <version>2.8.1</version>
   <description>Depthai ROS Monolithic node.</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_ros_msgs/CMakeLists.txt b/depthai_ros_msgs/CMakeLists.txt
index 0cea7ad0..8e8000ef 100644
--- a/depthai_ros_msgs/CMakeLists.txt
+++ b/depthai_ros_msgs/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai_ros_msgs VERSION 2.8.0)
+project(depthai_ros_msgs VERSION 2.8.1)
 
 if(POLICY CMP0057)
     cmake_policy(SET CMP0057 NEW)
diff --git a/depthai_ros_msgs/package.xml b/depthai_ros_msgs/package.xml
index da69c6ad..b6d4d628 100644
--- a/depthai_ros_msgs/package.xml
+++ b/depthai_ros_msgs/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_ros_msgs</name>
-  <version>2.8.0</version>
+  <version>2.8.1</version>
   <description>Package to keep interface independent of the driver</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>

From df92244a0ff59d6f221471df3c066c62a68957f0 Mon Sep 17 00:00:00 2001
From: Jennifer Buehler <JenniferBuehler@users.noreply.github.com>
Date: Thu, 28 Sep 2023 15:00:42 +0200
Subject: [PATCH 29/38] fix flag 'has_imu' in xacro macro depthai_camera to
 also support the OAK-D-PRO/POE models (#417)

---
 depthai_descriptions/urdf/include/depthai_macro.urdf.xacro | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
index d16b7f43..350c142a 100644
--- a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
+++ b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
@@ -12,7 +12,7 @@
         <xacro:property name="has_imu" value="false" />
         <xacro:property name="baseline" value="0.075" />
 
-        <xacro:if value="${model == 'OAK-D'}">
+        <xacro:if value="${model in ['OAK-D', 'OAK-D-PRO', 'OAK-D-POE']}">
             <xacro:property name="has_imu" value="true" />
         </xacro:if>
 
@@ -73,4 +73,4 @@
 
     </xacro:macro>
 
-</robot>
\ No newline at end of file
+</robot>

From 726c008694caffa86edede67b4b2ab82626e61d2 Mon Sep 17 00:00:00 2001
From: Jack Zender <109549970+jack-slip@users.noreply.github.com>
Date: Thu, 5 Oct 2023 03:13:27 -0400
Subject: [PATCH 30/38] Fix param substitution in description (#412)

---
 depthai_descriptions/urdf/include/depthai_macro.urdf.xacro | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
index 350c142a..2f7bdef9 100644
--- a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
+++ b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
@@ -16,7 +16,7 @@
             <xacro:property name="has_imu" value="true" />
         </xacro:if>
 
-        <xacro:base camera_name = "$(arg camera_name)" parent = "$(arg parent_frame)" camera_model = "$(arg camera_model)" base_frame = "$(arg base_frame)" cam_pos_x = "$(arg cam_pos_x)" cam_pos_y = "$(arg cam_pos_y)" cam_pos_z = "$(arg cam_pos_z)" cam_roll = "$(arg cam_roll)" cam_pitch = "$(arg cam_pitch)" cam_yaw = "$(arg cam_yaw)" has_imu="${has_imu}"/>
+        <xacro:base camera_name="${camera_name}" parent="${parent}" camera_model="${camera_model}" base_frame="${base_frame}" cam_pos_x="${cam_pos_x}" cam_pos_y="${cam_pos_y}" cam_pos_z="${cam_pos_z}" cam_roll="${cam_roll}" cam_pitch="${cam_pitch}" cam_yaw="${cam_yaw}" has_imu="${has_imu}"/>
 
         <!-- RGB Camera -->
         <link name="${camera_name}_rgb_camera_frame" />

From e030c4dcdf7b471997ca80ec8b62d9dfdbb1fa90 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Fri, 6 Oct 2023 10:07:33 +0200
Subject: [PATCH 31/38] Set resolution before obtaining size (#425)

---
 depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 386be4af..ef4ec4d5 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -94,9 +94,9 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
         resString = sensor.defaultResolution;
     }
 
+    colorCam->setResolution(utils::getValFromMap(resString, dai_nodes::sensor_helpers::rgbResolutionMap));
     int width = colorCam->getResolutionWidth();
     int height = colorCam->getResolutionHeight();
-    colorCam->setResolution(utils::getValFromMap(resString, dai_nodes::sensor_helpers::rgbResolutionMap));
 
     colorCam->setInterleaved(declareAndLogParam<bool>("i_interleaved", false));
     if(declareAndLogParam<bool>("i_set_isp_scale", true)) {

From 43c228c2cd4947cb2a197e4a690b63ed170a3fb7 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Mon, 9 Oct 2023 16:57:03 +0200
Subject: [PATCH 32/38] Alpha scaling info update humble (#428)

* alpha scaling factor in intrinsics calculation

* add video max width

* update distortion and rotation
---
 depthai_bridge/CMakeLists.txt                 |  7 ++---
 .../include/depthai_bridge/ImageConverter.hpp |  8 ++++++
 depthai_bridge/src/ImageConverter.cpp         | 27 +++++++++++++++++++
 depthai_ros_driver/src/dai_nodes/stereo.cpp   | 23 +++++++++-------
 .../param_handlers/sensor_param_handler.cpp   | 20 +++++++++++++-
 5 files changed, 72 insertions(+), 13 deletions(-)

diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index fa6e93de..1275e024 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -13,11 +13,11 @@ if(POLICY CMP0057)
 endif()
 
 set(opencv_version 4)
-find_package(OpenCV ${opencv_version} QUIET COMPONENTS imgproc highgui)
+find_package(OpenCV ${opencv_version} QUIET COMPONENTS imgproc highgui calib3d)
 if(NOT OpenCV_FOUND)
   message(STATUS "----------------Did not find OpenCV 4, trying OpenCV 3--------------")
   set(opencv_version 3)
-  find_package(OpenCV ${opencv_version} REQUIRED COMPONENTS imgproc highgui)
+  find_package(OpenCV ${opencv_version} REQUIRED COMPONENTS imgproc highgui calib3d)
 endif()
 
 
@@ -93,7 +93,8 @@ endif()
 target_link_libraries(${PROJECT_NAME}
                       depthai::core
                       opencv_imgproc
-                      opencv_highgui)
+                      opencv_highgui
+                      opencv_calib3d)
 
 ament_export_targets(depthai_bridgeTargets HAS_LIBRARY_TARGET)
 
diff --git a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
index 7143a726..358b2cd7 100644
--- a/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImageConverter.hpp
@@ -74,6 +74,12 @@ class ImageConverter {
      */
     void reverseStereoSocketOrder();
 
+    /**
+     * @brief Sets the alpha scaling factor for the image.
+     * @param alphaScalingFactor: The alpha scaling factor to be used.
+     */
+    void setAlphaScaling(double alphaScalingFactor = 0.0);
+
     void toRosMsg(std::shared_ptr<dai::ImgFrame> inData, std::deque<ImageMsgs::Image>& outImageMsgs);
     ImageMsgs::Image toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData, const sensor_msgs::msg::CameraInfo& info = sensor_msgs::msg::CameraInfo());
     ImagePtr toRosMsgPtr(std::shared_ptr<dai::ImgFrame> inData);
@@ -114,9 +120,11 @@ class ImageConverter {
     bool _fromBitstream = false;
     bool _convertDispToDepth = false;
     bool _addExpOffset = false;
+    bool _alphaScalingEnabled = false;
     dai::CameraExposureOffset _expOffset;
     bool _reverseStereoSocketOrder = false;
     double _baseline;
+    double _alphaScalingFactor = 0.0;
 };
 
 }  // namespace ros
diff --git a/depthai_bridge/src/ImageConverter.cpp b/depthai_bridge/src/ImageConverter.cpp
index 65bef6b3..4901a744 100644
--- a/depthai_bridge/src/ImageConverter.cpp
+++ b/depthai_bridge/src/ImageConverter.cpp
@@ -2,6 +2,7 @@
 #include "depthai_bridge/ImageConverter.hpp"
 
 #include "depthai_bridge/depthaiUtility.hpp"
+#include "opencv2/calib3d.hpp"
 #include "opencv2/imgcodecs.hpp"
 
 namespace dai {
@@ -59,6 +60,11 @@ void ImageConverter::reverseStereoSocketOrder() {
     _reverseStereoSocketOrder = true;
 }
 
+void ImageConverter::setAlphaScaling(double alphaScalingFactor) {
+    _alphaScalingEnabled = true;
+    _alphaScalingFactor = alphaScalingFactor;
+}
+
 ImageMsgs::Image ImageConverter::toRosMsgRawPtr(std::shared_ptr<dai::ImgFrame> inData, const sensor_msgs::msg::CameraInfo& info) {
     if(_updateRosBaseTimeOnToRosMsg) {
         updateRosBaseTime();
@@ -375,11 +381,32 @@ ImageMsgs::CameraInfo ImageConverter::calibrationToCameraInfo(
         if(calibHandler.getStereoRightCameraId() == cameraId || calibHandler.getStereoLeftCameraId() == cameraId) {
             std::vector<std::vector<float>> stereoIntrinsics = calibHandler.getCameraIntrinsics(
                 calibHandler.getStereoRightCameraId(), cameraData.width, cameraData.height, topLeftPixelId, bottomRightPixelId);
+
+            if(_alphaScalingEnabled) {
+                cv::Mat cameraMatrix = cv::Mat(3, 3, CV_64F);
+                for(int i = 0; i < 3; i++) {
+                    for(int j = 0; j < 3; j++) {
+                        cameraMatrix.at<double>(i, j) = stereoIntrinsics[i][j];
+                    }
+                }
+                cv::Mat distCoefficients(distCoeffs);
+
+                cv::Mat newCameraMatrix = cv::getOptimalNewCameraMatrix(cameraMatrix, distCoefficients, cv::Size(width, height), _alphaScalingFactor);
+                // Copying the contents of newCameraMatrix to stereoIntrinsics
+                for(int i = 0; i < 3; i++) {
+                    for(int j = 0; j < 3; j++) {
+                        float newValue = static_cast<float>(newCameraMatrix.at<double>(i, j));
+                        stereoIntrinsics[i][j] = newValue;
+                        intrinsics[i * 3 + j] = newValue;
+                    }
+                }
+            }
             std::vector<double> stereoFlatIntrinsics(12), flatRectifiedRotation(9);
             for(int i = 0; i < 3; i++) {
                 std::copy(stereoIntrinsics[i].begin(), stereoIntrinsics[i].end(), stereoFlatIntrinsics.begin() + 4 * i);
                 stereoFlatIntrinsics[(4 * i) + 3] = 0;
             }
+
             // Check stereo socket order
             dai::CameraBoardSocket stereoSocketFirst = calibHandler.getStereoLeftCameraId();
             dai::CameraBoardSocket stereoSocketSecond = calibHandler.getStereoRightCameraId();
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index d4ece8c2..a85fb4c1 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -136,8 +136,8 @@ void Stereo::setupRectQueue(std::shared_ptr<dai::Device> device,
         auto offset = static_cast<dai::CameraExposureOffset>(ph->getParam<int>(isLeft ? "i_left_rect_exposure_offset" : "i_right_rect_exposure_offset"));
         conv->addExposureOffset(offset);
     }
-    im = std::make_shared<camera_info_manager::CameraInfoManager>(
-        getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + sensorName).get(), "/rect");
+    im = std::make_shared<camera_info_manager::CameraInfoManager>(getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + sensorName).get(),
+                                                                  "/rect");
     if(ph->getParam<bool>("i_reverse_stereo_socket_order")) {
         conv->reverseStereoSocketOrder();
     }
@@ -213,6 +213,9 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_reverse_stereo_socket_order")) {
         stereoConv->reverseStereoSocketOrder();
     }
+    if(ph->getParam<bool>("i_enable_alpha_scaling")) {
+        stereoConv->setAlphaScaling(ph->getParam<double>("i_alpha_scaling"));
+    }
     stereoIM = std::make_shared<camera_info_manager::CameraInfoManager>(
         getROSNode()->create_sub_node(std::string(getROSNode()->get_name()) + "/" + getName()).get(), "/" + getName());
     auto info = sensor_helpers::getCalibInfo(getROSNode()->get_logger(),
@@ -229,14 +232,16 @@ void Stereo::setupStereoQueue(std::shared_ptr<dai::Device> device) {
             stereoConv->convertDispToDepth(calibHandler.getBaselineDistance(rightSensInfo.socket, leftSensInfo.socket, false));
         }
     }
-    // remove distortion since image is rectified
-    for(auto& d : info.d) {
-        d = 0.0;
-    }
-    for(auto& r : info.r) {
-        r = 0.0;
+    // remove distortion if alpha scaling is not enabled
+    if(!ph->getParam<bool>("i_enable_alpha_scaling")) {
+        for(auto& d : info.d) {
+            d = 0.0;
+        }
+        for(auto& r : info.r) {
+            r = 0.0;
+        }
+        info.r[0] = info.r[4] = info.r[8] = 1.0;
     }
-    info.r[0] = info.r[4] = info.r[8] = 1.0;
 
     stereoIM->setCameraInfo(info);
     stereoQ = device->getOutputQueue(stereoQName, ph->getParam<int>("i_max_q_size"), false);
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index ef4ec4d5..ba533270 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -114,7 +114,25 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
             RCLCPP_ERROR(getROSNode()->get_logger(), err_stream.str().c_str());
         }
     }
-    colorCam->setVideoSize(declareAndLogParam<int>("i_width", width), declareAndLogParam<int>("i_height", height));
+    int maxVideoWidth = 3840;
+    int maxVideoHeight = 2160;
+    int videoWidth = declareAndLogParam<int>("i_width", width);
+    int videoHeight = declareAndLogParam<int>("i_height", height);
+    if(videoWidth > maxVideoWidth) {
+        RCLCPP_WARN(getROSNode()->get_logger(),
+                    "Video width %d is greater than max video width %d. Setting video width to max video width.",
+                    videoWidth,
+                    maxVideoWidth);
+        videoWidth = maxVideoWidth;
+    }
+    if(videoHeight > maxVideoHeight) {
+        RCLCPP_WARN(getROSNode()->get_logger(),
+                    "Video height %d is greater than max video height %d. Setting video height to max video height.",
+                    videoHeight,
+                    maxVideoHeight);
+        videoHeight = maxVideoHeight;
+    }
+    colorCam->setVideoSize(videoWidth, videoHeight);
     colorCam->setPreviewKeepAspectRatio(declareAndLogParam("i_keep_preview_aspect_ratio", true));
     size_t iso = declareAndLogParam("r_iso", 800, getRangedIntDescriptor(100, 1600));
     size_t exposure = declareAndLogParam("r_exposure", 20000, getRangedIntDescriptor(1, 33000));

From d56d71b16171860556f8ff4ebe84c6bc524f3029 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Mon, 16 Oct 2023 15:47:26 +0200
Subject: [PATCH 33/38] Update default resolution for stereo - Humble (#434)

---
 .../src/dai_nodes/sensors/sensor_helpers.cpp          |  6 +++---
 depthai_ros_driver/src/dai_nodes/stereo.cpp           | 11 +++++++----
 depthai_ros_driver/src/dai_nodes/sys_logger.cpp       |  5 +++--
 .../src/param_handlers/sensor_param_handler.cpp       |  4 ++--
 4 files changed, 15 insertions(+), 11 deletions(-)

diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index 40a39bf0..076a8419 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -11,9 +11,9 @@ namespace dai_nodes {
 namespace sensor_helpers {
 
 std::vector<ImageSensor> availableSensors = {{"IMX378", "1080P", {"12MP", "4K", "1080P"}, true},
-                                             {"OV9282", "800P", {"800P", "720P", "400P"}, false},
-                                             {"OV9782", "800P", {"800P", "720P", "400P"}, true},
-                                             {"OV9281", "800P", {"800P", "720P", "400P"}, true},
+                                             {"OV9282", "720P", {"800P", "720P", "400P"}, false},
+                                             {"OV9782", "720P", {"800P", "720P", "400P"}, true},
+                                             {"OV9281", "720P", {"800P", "720P", "400P"}, true},
                                              {"IMX214", "1080P", {"13MP", "12MP", "4K", "1080P"}, true},
                                              {"IMX412", "1080P", {"13MP", "12MP", "4K", "1080P"}, true},
                                              {"OV7750", "480P", {"480P", "400P"}, false},
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index a85fb4c1..135de881 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -337,12 +337,15 @@ void Stereo::closeQueues() {
     if(ph->getParam<bool>("i_publish_topic")) {
         stereoQ->close();
     }
-    if(ph->getParam<bool>("i_publish_left_rect") || ph->getParam<bool>("i_publish_synced_rect_pair")) {
-        syncTimer->reset();
+    if(ph->getParam<bool>("i_publish_left_rect")){
         leftRectQ->close();
     }
-    if(ph->getParam<bool>("i_publish_right_rect") || ph->getParam<bool>("i_publish_synced_rect_pair")) {
-        syncTimer->reset();
+    if(ph->getParam<bool>("i_publish_right_rect")){
+        rightRectQ->close();
+    }
+    if(ph->getParam<bool>("i_publish_synced_rect_pair")) {
+        syncTimer->cancel();
+        leftRectQ->close();
         rightRectQ->close();
     }
     if(ph->getParam<bool>("i_left_rect_enable_feature_tracker")) {
diff --git a/depthai_ros_driver/src/dai_nodes/sys_logger.cpp b/depthai_ros_driver/src/dai_nodes/sys_logger.cpp
index c7231614..d6362822 100644
--- a/depthai_ros_driver/src/dai_nodes/sys_logger.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sys_logger.cpp
@@ -64,8 +64,9 @@ std::string SysLogger::sysInfoToString(const dai::SystemInformation& sysInfo) {
 
 void SysLogger::produceDiagnostics(diagnostic_updater::DiagnosticStatusWrapper& stat) {
     try {
-        auto logData = loggerQ->tryGet<dai::SystemInformation>();
-        if(logData) {
+        bool timeout;
+        auto logData = loggerQ->get<dai::SystemInformation>(std::chrono::seconds(5), timeout);
+        if(!timeout) {
             stat.summary(diagnostic_msgs::msg::DiagnosticStatus::OK, "System Information");
             stat.add("System Information", sysInfoToString(*logData));
         } else {
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index ba533270..0109fec1 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -70,7 +70,7 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::MonoCamera> mo
         monoCam->setIsp3aFps(declareAndLogParam<int>("i_isp3a_fps", 10));
     }
     monoCam->setImageOrientation(
-        utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), dai_nodes::sensor_helpers::cameraImageOrientationMap));
+        utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "AUTO"), dai_nodes::sensor_helpers::cameraImageOrientationMap));
 }
 void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam, dai_nodes::sensor_helpers::ImageSensor sensor, bool publish) {
     declareAndLogParam<bool>("i_publish_topic", publish);
@@ -158,7 +158,7 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
         colorCam->setIsp3aFps(declareAndLogParam<int>("i_isp3a_fps", 10));
     }
     colorCam->setImageOrientation(
-        utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "NORMAL"), dai_nodes::sensor_helpers::cameraImageOrientationMap));
+        utils::getValFromMap(declareAndLogParam<std::string>("i_sensor_img_orientation", "AUTO"), dai_nodes::sensor_helpers::cameraImageOrientationMap));
 }
 dai::CameraControl SensorParamHandler::setRuntimeParams(const std::vector<rclcpp::Parameter>& params) {
     dai::CameraControl ctrl;

From 4795034f539dbbef7e95168a8579b170fca1538c Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Tue, 17 Oct 2023 11:19:18 +0200
Subject: [PATCH 34/38] update changelog, bump versions (#442)

---
 depthai-ros/CHANGELOG.rst           | 8 ++++++++
 depthai-ros/CMakeLists.txt          | 2 +-
 depthai-ros/package.xml             | 2 +-
 depthai_bridge/CMakeLists.txt       | 2 +-
 depthai_bridge/package.xml          | 2 +-
 depthai_descriptions/CMakeLists.txt | 2 +-
 depthai_descriptions/package.xml    | 2 +-
 depthai_examples/CMakeLists.txt     | 2 +-
 depthai_examples/package.xml        | 2 +-
 depthai_filters/CMakeLists.txt      | 2 +-
 depthai_filters/package.xml         | 2 +-
 depthai_ros_driver/CMakeLists.txt   | 2 +-
 depthai_ros_driver/package.xml      | 2 +-
 depthai_ros_msgs/CMakeLists.txt     | 2 +-
 depthai_ros_msgs/package.xml        | 2 +-
 15 files changed, 22 insertions(+), 14 deletions(-)

diff --git a/depthai-ros/CHANGELOG.rst b/depthai-ros/CHANGELOG.rst
index fe7cc640..f188b659 100644
--- a/depthai-ros/CHANGELOG.rst
+++ b/depthai-ros/CHANGELOG.rst
@@ -2,6 +2,14 @@
 Changelog for package depthai-ros
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
+2.8.2 (2023-10-17)
+-------------------
+
+* Fixed default resolution for Stereo cameras
+* Added CameraInfo update based on alpha scaling
+* Logger restart bugfix
+* URDF parameters fix
+
 2.8.1 (2023-09-12)
 -------------------
 
diff --git a/depthai-ros/CMakeLists.txt b/depthai-ros/CMakeLists.txt
index da7c44c4..8d4924c8 100644
--- a/depthai-ros/CMakeLists.txt
+++ b/depthai-ros/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai-ros VERSION 2.8.1 LANGUAGES CXX C)
+project(depthai-ros VERSION 2.8.2 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 
diff --git a/depthai-ros/package.xml b/depthai-ros/package.xml
index c089df8a..ac4d5d61 100644
--- a/depthai-ros/package.xml
+++ b/depthai-ros/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai-ros</name>
-  <version>2.8.1</version>
+  <version>2.8.2</version>
   <description>The depthai-ros package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_bridge/CMakeLists.txt b/depthai_bridge/CMakeLists.txt
index 1275e024..5ee497af 100644
--- a/depthai_bridge/CMakeLists.txt
+++ b/depthai_bridge/CMakeLists.txt
@@ -1,7 +1,7 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 
-project(depthai_bridge VERSION 2.8.1 LANGUAGES CXX C)
+project(depthai_bridge VERSION 2.8.2 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_bridge/package.xml b/depthai_bridge/package.xml
index 435e70c4..50847a4d 100644
--- a/depthai_bridge/package.xml
+++ b/depthai_bridge/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_bridge</name>
-  <version>2.8.1</version>
+  <version>2.8.2</version>
   <description>The depthai_bridge package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_descriptions/CMakeLists.txt b/depthai_descriptions/CMakeLists.txt
index b3f8a25f..c2ce0dbd 100644
--- a/depthai_descriptions/CMakeLists.txt
+++ b/depthai_descriptions/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_descriptions VERSION 2.8.1)
+project(depthai_descriptions VERSION 2.8.2)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_descriptions/package.xml b/depthai_descriptions/package.xml
index 278f1b55..99d77f68 100644
--- a/depthai_descriptions/package.xml
+++ b/depthai_descriptions/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_descriptions</name>
-  <version>2.8.1</version>
+  <version>2.8.2</version>
   <description>The depthai_descriptions package</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_examples/CMakeLists.txt b/depthai_examples/CMakeLists.txt
index 7ea3c030..61273f8b 100644
--- a/depthai_examples/CMakeLists.txt
+++ b/depthai_examples/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
-project(depthai_examples VERSION 2.8.1 LANGUAGES CXX C)
+project(depthai_examples VERSION 2.8.2 LANGUAGES CXX C)
 
 set(CMAKE_CXX_STANDARD 14)
 set(CMAKE_CXX_STANDARD_REQUIRED ON)
diff --git a/depthai_examples/package.xml b/depthai_examples/package.xml
index 0b52a656..62095ce6 100644
--- a/depthai_examples/package.xml
+++ b/depthai_examples/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_examples</name>
-  <version>2.8.1</version>
+  <version>2.8.2</version>
   <description>The depthai_examples package</description>
 
   <!-- One maintainer tag required, multiple allowed, one person per tag -->
diff --git a/depthai_filters/CMakeLists.txt b/depthai_filters/CMakeLists.txt
index c6fbc975..19e082cb 100644
--- a/depthai_filters/CMakeLists.txt
+++ b/depthai_filters/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.8)
-project(depthai_filters VERSION 2.8.1 LANGUAGES CXX C)
+project(depthai_filters VERSION 2.8.2 LANGUAGES CXX C)
 
 if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
   add_compile_options(-Wall -Wextra -Wpedantic)
diff --git a/depthai_filters/package.xml b/depthai_filters/package.xml
index 894ba98b..d84a2182 100644
--- a/depthai_filters/package.xml
+++ b/depthai_filters/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_filters</name>
-  <version>2.8.1</version>
+  <version>2.8.2</version>
   <description>Depthai filters package</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <license>MIT</license>
diff --git a/depthai_ros_driver/CMakeLists.txt b/depthai_ros_driver/CMakeLists.txt
index e0241045..118c7532 100644
--- a/depthai_ros_driver/CMakeLists.txt
+++ b/depthai_ros_driver/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.22)
-project(depthai_ros_driver VERSION 2.8.1)
+project(depthai_ros_driver VERSION 2.8.2)
 set(CMAKE_POSITION_INDEPENDENT_CODE ON)
 set(CMAKE_BUILD_SHARED_LIBS ON)
 set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
diff --git a/depthai_ros_driver/package.xml b/depthai_ros_driver/package.xml
index 15f4ebbb..e7a6a4b4 100644
--- a/depthai_ros_driver/package.xml
+++ b/depthai_ros_driver/package.xml
@@ -2,7 +2,7 @@
 <?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?>
 <package format="3">
   <name>depthai_ros_driver</name>
-  <version>2.8.1</version>
+  <version>2.8.2</version>
   <description>Depthai ROS Monolithic node.</description>
   <maintainer email="adam.serafin@luxonis.com">Adam Serafin</maintainer>
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>
diff --git a/depthai_ros_msgs/CMakeLists.txt b/depthai_ros_msgs/CMakeLists.txt
index 8e8000ef..f875b0a0 100644
--- a/depthai_ros_msgs/CMakeLists.txt
+++ b/depthai_ros_msgs/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.10.2)  # CMake version in Ubuntu 18.04 LTS
 
-project(depthai_ros_msgs VERSION 2.8.1)
+project(depthai_ros_msgs VERSION 2.8.2)
 
 if(POLICY CMP0057)
     cmake_policy(SET CMP0057 NEW)
diff --git a/depthai_ros_msgs/package.xml b/depthai_ros_msgs/package.xml
index b6d4d628..c7ba5e08 100644
--- a/depthai_ros_msgs/package.xml
+++ b/depthai_ros_msgs/package.xml
@@ -1,7 +1,7 @@
 <?xml version="1.0"?>
 <package format="3">
   <name>depthai_ros_msgs</name>
-  <version>2.8.1</version>
+  <version>2.8.2</version>
   <description>Package to keep interface independent of the driver</description>
 
   <maintainer email="sachin@luxonis.com">Sachin Guruswamy</maintainer>

From 1a9b13c032376a6321b68816748f3ccae6984cc1 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Thu, 9 Nov 2023 16:29:04 +0100
Subject: [PATCH 35/38] Add more rotation vector types (#449)

* separate magnetometer from rotation vector

* add rotation vector types
---
 README.md                                     |   7 +
 .../include/depthai_bridge/ImuConverter.hpp   | 120 ++++++++++++++----
 depthai_bridge/src/ImuConverter.cpp           |  36 +++---
 .../param_handlers/imu_param_handler.hpp      |   2 +
 .../param_handlers/sensor_param_handler.hpp   |   8 +-
 .../pipeline/pipeline_generator.hpp           |   2 +-
 .../src/dai_nodes/sensors/imu.cpp             |   4 +-
 depthai_ros_driver/src/dai_nodes/stereo.cpp   |   4 +-
 .../src/param_handlers/imu_param_handler.cpp  |  16 ++-
 9 files changed, 149 insertions(+), 50 deletions(-)

diff --git a/README.md b/README.md
index d3acce0d..3baba88c 100644
--- a/README.md
+++ b/README.md
@@ -231,6 +231,12 @@ Parameters:
   * `COPY`
   * `LINEAR_INTERPOLATE_GYRO`
   * `LINEAR_INTERPOLATE_ACCEL`
+* `i_rotation_vector_type` - type of rotation vector, for more information, refer to [this link](https://docs.luxonis.com/projects/api/en/latest/components/nodes/imu/). Available options:
+  * `ROTATION_VECTOR`
+  * `GAME_ROTATION_VECTOR`
+  * `GEOMAGNETIC_ROTATION_VECTOR`
+  * `ARVR_STABILIZED_ROTATION_VECTOR`
+  * `ARVR_STABILIZED_GAME_ROTATION_VECTOR`
 
 #### Stopping/starting camera for power saving/reconfiguration
 ![](docs/start_stop.gif)
@@ -451,6 +457,7 @@ For easier development inside isolated workspace, one can use Visual Studio Code
       i_max_batch_reports: 10
       i_message_type: IMU
       i_rot_cov: -1.0
+      i_rotation_vector_type: ROTATION_VECTOR
       i_sync_method: LINEAR_INTERPOLATE_ACCEL
       i_update_ros_base_time_on_ros_msg: false
     left:
diff --git a/depthai_bridge/include/depthai_bridge/ImuConverter.hpp b/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
index 6cf7a36d..9dc5523f 100644
--- a/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
+++ b/depthai_bridge/include/depthai_bridge/ImuConverter.hpp
@@ -33,6 +33,7 @@ class ImuConverter {
                  double rotation_cov = 0.0,
                  double magnetic_field_cov = 0.0,
                  bool enable_rotation = false,
+                 bool enable_magn = false,
                  bool getBaseDeviceTimestamp = false);
     ~ImuConverter();
 
@@ -99,9 +100,9 @@ class ImuConverter {
                 rotationHist.resize(accelHist.size());
             }
 
-            if(_enable_rotation && magnHist.size() == 0) {
+            if(_enable_magn && magnHist.size() == 0) {
                 magnHist.push_back(imuPackets[i].magneticField);
-            } else if(_enable_rotation && magnHist.back().sequence != imuPackets[i].magneticField.sequence) {
+            } else if(_enable_magn && magnHist.back().sequence != imuPackets[i].magneticField.sequence) {
                 magnHist.push_back(imuPackets[i].magneticField);
             } else {
                 magnHist.resize(accelHist.size());
@@ -112,7 +113,11 @@ class ImuConverter {
                     continue;
                 } else {
                     if(_enable_rotation) {
-                        interpolate(accelHist, gyroHist, rotationHist, magnHist, imuMsgs);
+                        if(_enable_magn) {
+                            interpolate(accelHist, gyroHist, rotationHist, magnHist, imuMsgs);
+                        } else {
+                            interpolate(accelHist, gyroHist, rotationHist, imuMsgs);
+                        }
                     } else {
                         interpolate(accelHist, gyroHist, imuMsgs);
                     }
@@ -123,7 +128,11 @@ class ImuConverter {
                     continue;
                 } else {
                     if(_enable_rotation) {
-                        interpolate(gyroHist, accelHist, rotationHist, magnHist, imuMsgs);
+                        if(_enable_magn) {
+                            interpolate(gyroHist, accelHist, rotationHist, magnHist, imuMsgs);
+                        } else {
+                            interpolate(gyroHist, accelHist, rotationHist, imuMsgs);
+                        }
                     } else {
                         interpolate(gyroHist, accelHist, imuMsgs);
                     }
@@ -135,6 +144,7 @@ class ImuConverter {
     uint32_t _sequenceNum;
     double _linear_accel_cov, _angular_velocity_cov, _rotation_cov, _magnetic_field_cov;
     bool _enable_rotation;
+    bool _enable_magn;
     const std::string _frameName = "";
     ImuSyncMethod _syncMode;
     std::chrono::time_point<std::chrono::steady_clock> _steadyBaseTime;
@@ -145,22 +155,33 @@ class ImuConverter {
     // Whether to update the ROS base time on each message conversion
     bool _updateRosBaseTimeOnToRosMsg{false};
 
-    void fillImuMsg(dai::IMUReportAccelerometer report, ImuMsgs::Imu& msg);
-    void fillImuMsg(dai::IMUReportGyroscope report, ImuMsgs::Imu& msg);
-    void fillImuMsg(dai::IMUReportRotationVectorWAcc report, ImuMsgs::Imu& msg);
-    void fillImuMsg(dai::IMUReportMagneticField report, ImuMsgs::Imu& msg);
+    void fillImuMsg(ImuMsgs::Imu& msg, dai::IMUReportAccelerometer report);
+    void fillImuMsg(ImuMsgs::Imu& msg, dai::IMUReportGyroscope report);
+    void fillImuMsg(ImuMsgs::Imu& msg, dai::IMUReportRotationVectorWAcc report);
+    void fillImuMsg(ImuMsgs::Imu& msg, dai::IMUReportMagneticField report);
 
-    void fillImuMsg(dai::IMUReportAccelerometer report, depthai_ros_msgs::msg::ImuWithMagneticField& msg);
-    void fillImuMsg(dai::IMUReportGyroscope report, depthai_ros_msgs::msg::ImuWithMagneticField& msg);
-    void fillImuMsg(dai::IMUReportRotationVectorWAcc report, depthai_ros_msgs::msg::ImuWithMagneticField& msg);
-    void fillImuMsg(dai::IMUReportMagneticField report, depthai_ros_msgs::msg::ImuWithMagneticField& msg);
+    void fillImuMsg(depthai_ros_msgs::msg::ImuWithMagneticField& msg, dai::IMUReportAccelerometer report);
+    void fillImuMsg(depthai_ros_msgs::msg::ImuWithMagneticField& msg, dai::IMUReportGyroscope report);
+    void fillImuMsg(depthai_ros_msgs::msg::ImuWithMagneticField& msg, dai::IMUReportRotationVectorWAcc report);
+    void fillImuMsg(depthai_ros_msgs::msg::ImuWithMagneticField& msg, dai::IMUReportMagneticField report);
 
     template <typename I, typename S, typename T, typename F, typename M>
-    void CreateUnitMessage(I first, S second, T third, F fourth, M& msg, std::chrono::_V2::steady_clock::time_point timestamp) {
-        fillImuMsg(first, msg);
-        fillImuMsg(second, msg);
-        fillImuMsg(third, msg);
-        fillImuMsg(fourth, msg);
+    void CreateUnitMessage(M& msg, std::chrono::_V2::steady_clock::time_point timestamp, I first, S second, T third, F fourth) {
+        fillImuMsg(msg, first);
+        fillImuMsg(msg, second);
+        fillImuMsg(msg, third);
+        fillImuMsg(msg, fourth);
+
+        msg.header.frame_id = _frameName;
+
+        msg.header.stamp = getFrameTime(_rosBaseTime, _steadyBaseTime, timestamp);
+    }
+
+    template <typename I, typename S, typename T, typename M>
+    void CreateUnitMessage(M& msg, std::chrono::_V2::steady_clock::time_point timestamp, I first, S second, T third) {
+        fillImuMsg(msg, first);
+        fillImuMsg(msg, second);
+        fillImuMsg(msg, third);
 
         msg.header.frame_id = _frameName;
 
@@ -168,9 +189,9 @@ class ImuConverter {
     }
 
     template <typename I, typename S, typename M>
-    void CreateUnitMessage(I first, S second, M& msg, std::chrono::_V2::steady_clock::time_point timestamp) {
-        fillImuMsg(first, msg);
-        fillImuMsg(second, msg);
+    void CreateUnitMessage(M& msg, std::chrono::_V2::steady_clock::time_point timestamp, I first, S second) {
+        fillImuMsg(msg, first);
+        fillImuMsg(msg, second);
 
         msg.header.frame_id = _frameName;
 
@@ -205,9 +226,63 @@ class ImuConverter {
                             tstamp = currSecond.getTimestampDevice();
                         else
                             tstamp = currSecond.getTimestamp();
-                        CreateUnitMessage(interp, currSecond, msg, tstamp);
+                        CreateUnitMessage(msg, tstamp, interp, currSecond);
+                        imuMsgs.push_back(msg);
+                        second.pop_front();
+                    } else if(currSecond.timestamp.get() > interp1.timestamp.get()) {
+                        interp0 = interp1;
+                        if(interpolated.size()) {
+                            interp1 = interpolated.front();
+                            interpolated.pop_front();
+                            duration_ms = interp1.timestamp.get() - interp0.timestamp.get();
+                            dt = duration_ms.count();
+                        } else {
+                            break;
+                        }
+                    } else {
+                        second.pop_front();
+                    }
+                }
+                interp0 = interp1;
+            }
+        }
+        interpolated.push_back(interp0);
+    }
+
+    template <typename I, typename S, typename T, typename M>
+    void interpolate(std::deque<I>& interpolated, std::deque<S>& second, std::deque<T>& third, std::deque<M>& imuMsgs) {
+        I interp0, interp1;
+        S currSecond;
+        T currThird;
+        interp0.sequence = -1;
+        while(interpolated.size()) {
+            if(interp0.sequence == -1) {
+                interp0 = interpolated.front();
+                interpolated.pop_front();
+            } else {
+                interp1 = interpolated.front();
+                interpolated.pop_front();
+                // remove std::milli to get in seconds
+                std::chrono::duration<double, std::milli> duration_ms = interp1.timestamp.get() - interp0.timestamp.get();
+                double dt = duration_ms.count();
+                while(second.size()) {
+                    currSecond = second.front();
+                    currThird = third.front();
+                    if(currSecond.timestamp.get() > interp0.timestamp.get() && currSecond.timestamp.get() <= interp1.timestamp.get()) {
+                        // remove std::milli to get in seconds
+                        std::chrono::duration<double, std::milli> diff = currSecond.timestamp.get() - interp0.timestamp.get();
+                        const double alpha = diff.count() / dt;
+                        I interp = lerpImu(interp0, interp1, alpha);
+                        M msg;
+                        std::chrono::_V2::steady_clock::time_point tstamp;
+                        if(_getBaseDeviceTimestamp)
+                            tstamp = currSecond.getTimestampDevice();
+                        else
+                            tstamp = currSecond.getTimestamp();
+                        CreateUnitMessage(msg, tstamp, interp, currSecond, currThird);
                         imuMsgs.push_back(msg);
                         second.pop_front();
+                        third.pop_front();
                     } else if(currSecond.timestamp.get() > interp1.timestamp.get()) {
                         interp0 = interp1;
                         if(interpolated.size()) {
@@ -220,6 +295,7 @@ class ImuConverter {
                         }
                     } else {
                         second.pop_front();
+                        third.pop_front();
                     }
                 }
                 interp0 = interp1;
@@ -260,7 +336,7 @@ class ImuConverter {
                             tstamp = currSecond.getTimestampDevice();
                         else
                             tstamp = currSecond.getTimestamp();
-                        CreateUnitMessage(interp, currSecond, currThird, currFourth, msg, tstamp);
+                        CreateUnitMessage(msg, tstamp, interp, currSecond, currThird, currFourth);
                         imuMsgs.push_back(msg);
                         second.pop_front();
                         third.pop_front();
diff --git a/depthai_bridge/src/ImuConverter.cpp b/depthai_bridge/src/ImuConverter.cpp
index e733d0f3..e6cf7933 100644
--- a/depthai_bridge/src/ImuConverter.cpp
+++ b/depthai_bridge/src/ImuConverter.cpp
@@ -14,6 +14,7 @@ ImuConverter::ImuConverter(const std::string& frameName,
                            double rotation_cov,
                            double magnetic_field_cov,
                            bool enable_rotation,
+                           bool enable_magn,
                            bool getBaseDeviceTimestamp)
     : _frameName(frameName),
       _syncMode(syncMode),
@@ -22,6 +23,7 @@ ImuConverter::ImuConverter(const std::string& frameName,
       _rotation_cov(rotation_cov),
       _magnetic_field_cov(magnetic_field_cov),
       _enable_rotation(enable_rotation),
+      _enable_magn(enable_magn),
       _sequenceNum(0),
       _steadyBaseTime(std::chrono::steady_clock::now()),
       _getBaseDeviceTimestamp(getBaseDeviceTimestamp) {
@@ -34,21 +36,21 @@ void ImuConverter::updateRosBaseTime() {
     updateBaseTime(_steadyBaseTime, _rosBaseTime, _totalNsChange);
 }
 
-void ImuConverter::fillImuMsg(dai::IMUReportAccelerometer report, ImuMsgs::Imu& msg) {
+void ImuConverter::fillImuMsg(ImuMsgs::Imu& msg, dai::IMUReportAccelerometer report) {
     msg.linear_acceleration.x = report.x;
     msg.linear_acceleration.y = report.y;
     msg.linear_acceleration.z = report.z;
     msg.linear_acceleration_covariance = {_linear_accel_cov, 0.0, 0.0, 0.0, _linear_accel_cov, 0.0, 0.0, 0.0, _linear_accel_cov};
 }
 
-void ImuConverter::fillImuMsg(dai::IMUReportGyroscope report, ImuMsgs::Imu& msg) {
+void ImuConverter::fillImuMsg(ImuMsgs::Imu& msg, dai::IMUReportGyroscope report) {
     msg.angular_velocity.x = report.x;
     msg.angular_velocity.y = report.y;
     msg.angular_velocity.z = report.z;
     msg.angular_velocity_covariance = {_angular_velocity_cov, 0.0, 0.0, 0.0, _angular_velocity_cov, 0.0, 0.0, 0.0, _angular_velocity_cov};
 }
 
-void ImuConverter::fillImuMsg(dai::IMUReportRotationVectorWAcc report, ImuMsgs::Imu& msg) {
+void ImuConverter::fillImuMsg(ImuMsgs::Imu& msg, dai::IMUReportRotationVectorWAcc report) {
     if(_enable_rotation) {
         msg.orientation.x = report.i;
         msg.orientation.y = report.j;
@@ -64,23 +66,23 @@ void ImuConverter::fillImuMsg(dai::IMUReportRotationVectorWAcc report, ImuMsgs::
     }
 }
 
-void ImuConverter::fillImuMsg(dai::IMUReportMagneticField report, ImuMsgs::Imu& msg) {
+void ImuConverter::fillImuMsg(ImuMsgs::Imu& msg, dai::IMUReportMagneticField report) {
     return;
 }
 
-void ImuConverter::fillImuMsg(dai::IMUReportAccelerometer report, depthai_ros_msgs::msg::ImuWithMagneticField& msg) {
-    fillImuMsg(report, msg.imu);
+void ImuConverter::fillImuMsg(depthai_ros_msgs::msg::ImuWithMagneticField& msg, dai::IMUReportAccelerometer report) {
+    fillImuMsg(msg.imu, report);
 }
 
-void ImuConverter::fillImuMsg(dai::IMUReportGyroscope report, depthai_ros_msgs::msg::ImuWithMagneticField& msg) {
-    fillImuMsg(report, msg.imu);
+void ImuConverter::fillImuMsg(depthai_ros_msgs::msg::ImuWithMagneticField& msg, dai::IMUReportGyroscope report) {
+    fillImuMsg(msg.imu, report);
 }
 
-void ImuConverter::fillImuMsg(dai::IMUReportRotationVectorWAcc report, depthai_ros_msgs::msg::ImuWithMagneticField& msg) {
-    fillImuMsg(report, msg.imu);
+void ImuConverter::fillImuMsg(depthai_ros_msgs::msg::ImuWithMagneticField& msg, dai::IMUReportRotationVectorWAcc report) {
+    fillImuMsg(msg.imu, report);
 }
 
-void ImuConverter::fillImuMsg(dai::IMUReportMagneticField report, depthai_ros_msgs::msg::ImuWithMagneticField& msg) {
+void ImuConverter::fillImuMsg(depthai_ros_msgs::msg::ImuWithMagneticField& msg, dai::IMUReportMagneticField report) {
     msg.field.magnetic_field.x = report.x;
     msg.field.magnetic_field.y = report.y;
     msg.field.magnetic_field.z = report.z;
@@ -97,14 +99,19 @@ void ImuConverter::toRosMsg(std::shared_ptr<dai::IMUData> inData, std::deque<Imu
         for(int i = 0; i < inData->packets.size(); ++i) {
             auto accel = inData->packets[i].acceleroMeter;
             auto gyro = inData->packets[i].gyroscope;
+
             ImuMsgs::Imu msg;
             std::chrono::_V2::steady_clock::time_point tstamp;
             if(_getBaseDeviceTimestamp)
                 tstamp = accel.getTimestampDevice();
             else
                 tstamp = accel.getTimestamp();
-
-            CreateUnitMessage(accel, gyro, msg, tstamp);
+            if(_enable_rotation) {
+                auto rot = inData->packets[i].rotationVector;
+                CreateUnitMessage(msg, tstamp, accel, gyro, rot);
+            } else {
+                CreateUnitMessage(msg, tstamp, accel, gyro);
+            }
 
             outImuMsgs.push_back(msg);
         }
@@ -129,8 +136,7 @@ void ImuConverter::toRosDaiMsg(std::shared_ptr<dai::IMUData> inData, std::deque<
                 tstamp = accel.getTimestampDevice();
             else
                 tstamp = accel.getTimestamp();
-
-            CreateUnitMessage(accel, gyro, rot, magn, msg, tstamp);
+            CreateUnitMessage(msg, tstamp, accel, gyro, rot, magn);
             outImuMsgs.push_back(msg);
         }
     }
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/imu_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/imu_param_handler.hpp
index 713bf148..0045c0b4 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/imu_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/imu_param_handler.hpp
@@ -5,6 +5,7 @@
 #include <vector>
 
 #include "depthai/pipeline/datatype/CameraControl.hpp"
+#include "depthai-shared/properties/IMUProperties.hpp"
 #include "depthai_bridge/ImuConverter.hpp"
 #include "depthai_ros_driver/param_handlers/base_param_handler.hpp"
 
@@ -32,6 +33,7 @@ class ImuParamHandler : public BaseParamHandler {
     dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
     std::unordered_map<std::string, dai::ros::ImuSyncMethod> imuSyncMethodMap;
     std::unordered_map<std::string, imu::ImuMsgType> imuMessagetTypeMap;
+    std::unordered_map<std::string, dai::IMUSensor> rotationVectorTypeMap;
     imu::ImuMsgType getMsgType();
     dai::ros::ImuSyncMethod getSyncMethod();
 };
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
index 517022de..4907c57d 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/sensor_param_handler.hpp
@@ -27,12 +27,8 @@ class SensorParamHandler : public BaseParamHandler {
     explicit SensorParamHandler(rclcpp::Node* node, const std::string& name, dai::CameraBoardSocket socket);
     ~SensorParamHandler();
     void declareCommonParams(dai::CameraBoardSocket socket);
-    void declareParams(std::shared_ptr<dai::node::MonoCamera> monoCam,
-                       dai_nodes::sensor_helpers::ImageSensor sensor,
-                       bool publish);
-    void declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam,
-                       dai_nodes::sensor_helpers::ImageSensor sensor,
-                       bool publish);
+    void declareParams(std::shared_ptr<dai::node::MonoCamera> monoCam, dai_nodes::sensor_helpers::ImageSensor sensor, bool publish);
+    void declareParams(std::shared_ptr<dai::node::ColorCamera> colorCam, dai_nodes::sensor_helpers::ImageSensor sensor, bool publish);
     dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
 
    private:
diff --git a/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
index 9cb25266..986e7d74 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/pipeline/pipeline_generator.hpp
@@ -32,7 +32,7 @@ class PipelineGenerator {
      *
      * @return     The validated pipeline type.
      */
-    std::string validatePipeline(rclcpp::Node* node,const std::string& typeStr, int sensorNum);
+    std::string validatePipeline(rclcpp::Node* node, const std::string& typeStr, int sensorNum);
     /**
      * @brief      Creates the pipeline by using a plugin. Plugin types need to be of type depthai_ros_driver::pipeline_gen::BasePipeline.
      *
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp b/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
index 78f6cc7a..db305149 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/imu.cpp
@@ -40,6 +40,8 @@ void Imu::setupQueues(std::shared_ptr<dai::Device> device) {
     auto imuMode = ph->getSyncMethod();
     rclcpp::PublisherOptions options;
     options.qos_overriding_options = rclcpp::QosOverridingOptions();
+    param_handlers::imu::ImuMsgType msgType = ph->getMsgType();
+    bool enableMagn = msgType == param_handlers::imu::ImuMsgType::IMU_WITH_MAG || msgType == param_handlers::imu::ImuMsgType::IMU_WITH_MAG_SPLIT;
     imuConverter = std::make_unique<dai::ros::ImuConverter>(tfPrefix + "_frame",
                                                             imuMode,
                                                             ph->getParam<float>("i_acc_cov"),
@@ -47,9 +49,9 @@ void Imu::setupQueues(std::shared_ptr<dai::Device> device) {
                                                             ph->getParam<float>("i_rot_cov"),
                                                             ph->getParam<float>("i_mag_cov"),
                                                             ph->getParam<bool>("i_enable_rotation"),
+                                                            enableMagn,
                                                             ph->getParam<bool>("i_get_base_device_timestamp"));
     imuConverter->setUpdateRosBaseTimeOnToRosMsg(ph->getParam<bool>("i_update_ros_base_time_on_ros_msg"));
-    param_handlers::imu::ImuMsgType msgType = ph->getMsgType();
     switch(msgType) {
         case param_handlers::imu::ImuMsgType::IMU: {
             rosImuPub = getROSNode()->create_publisher<sensor_msgs::msg::Imu>("~/" + getName() + "/data", 10, options);
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index 135de881..87cb98c3 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -337,10 +337,10 @@ void Stereo::closeQueues() {
     if(ph->getParam<bool>("i_publish_topic")) {
         stereoQ->close();
     }
-    if(ph->getParam<bool>("i_publish_left_rect")){
+    if(ph->getParam<bool>("i_publish_left_rect")) {
         leftRectQ->close();
     }
-    if(ph->getParam<bool>("i_publish_right_rect")){
+    if(ph->getParam<bool>("i_publish_right_rect")) {
         rightRectQ->close();
     }
     if(ph->getParam<bool>("i_publish_synced_rect_pair")) {
diff --git a/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp b/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
index d8593deb..f0291557 100644
--- a/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/imu_param_handler.cpp
@@ -18,8 +18,13 @@ void ImuParamHandler::declareParams(std::shared_ptr<dai::node::IMU> imu, const s
     };
     imuMessagetTypeMap = {
         {"IMU", imu::ImuMsgType::IMU}, {"IMU_WITH_MAG", imu::ImuMsgType::IMU_WITH_MAG}, {"IMU_WITH_MAG_SPLIT", imu::ImuMsgType::IMU_WITH_MAG_SPLIT}};
+    rotationVectorTypeMap = {{"ROTATION_VECTOR", dai::IMUSensor::ROTATION_VECTOR},
+                             {"GAME_ROTATION_VECTOR", dai::IMUSensor::GAME_ROTATION_VECTOR},
+                             {"GEOMAGNETIC_ROTATION_VECTOR", dai::IMUSensor::GEOMAGNETIC_ROTATION_VECTOR},
+                             {"ARVR_STABILIZED_ROTATION_VECTOR", dai::IMUSensor::ARVR_STABILIZED_ROTATION_VECTOR},
+                             {"ARVR_STABILIZED_GAME_ROTATION_VECTOR", dai::IMUSensor::ARVR_STABILIZED_GAME_ROTATION_VECTOR}};
     declareAndLogParam<bool>("i_get_base_device_timestamp", false);
-    declareAndLogParam<std::string>("i_message_type", "IMU");
+    auto messageType = declareAndLogParam<std::string>("i_message_type", "IMU");
     declareAndLogParam<std::string>("i_sync_method", "LINEAR_INTERPOLATE_ACCEL");
     declareAndLogParam<float>("i_acc_cov", 0.0);
     declareAndLogParam<float>("i_gyro_cov", 0.0);
@@ -29,8 +34,13 @@ void ImuParamHandler::declareParams(std::shared_ptr<dai::node::IMU> imu, const s
     bool rotationAvailable = imuType == "BNO086";
     if(declareAndLogParam<bool>("i_enable_rotation", false)) {
         if(rotationAvailable) {
-            imu->enableIMUSensor(dai::IMUSensor::ROTATION_VECTOR, declareAndLogParam<int>("i_rot_freq", 400));
-            imu->enableIMUSensor(dai::IMUSensor::MAGNETOMETER_CALIBRATED, declareAndLogParam<int>("i_mag_freq", 100));
+            auto rotationVecType = utils::getValFromMap(utils::getUpperCaseStr(declareAndLogParam<std::string>("i_rotation_vector_type", "ROTATION_VECTOR")),
+                                                        rotationVectorTypeMap);
+            imu->enableIMUSensor(rotationVecType, declareAndLogParam<int>("i_rot_freq", 400));
+            // if imu message type is IMU_WITH_MAG or IMU_WITH_MAG_SPLIT, enable magnetometer
+            if(messageType == "IMU_WITH_MAG" || messageType == "IMU_WITH_MAG_SPLIT") {
+                imu->enableIMUSensor(dai::IMUSensor::MAGNETOMETER_CALIBRATED, declareAndLogParam<int>("i_mag_freq", 100));
+            }
         } else {
             RCLCPP_ERROR(getROSNode()->get_logger(), "Rotation enabled but not available with current sensor");
             declareAndLogParam<bool>("i_enable_rotation", false, true);

From 0d84f63c72adead7dacc3208558525a9c5483c9f Mon Sep 17 00:00:00 2001
From: Nuno Marques <n.marques21@hotmail.com>
Date: Tue, 28 Nov 2023 03:54:02 -0500
Subject: [PATCH 36/38] [depthai_bridge] Fix incorrect include path in
 TFPublisher (#462)

---
 depthai_bridge/src/TFPublisher.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/depthai_bridge/src/TFPublisher.cpp b/depthai_bridge/src/TFPublisher.cpp
index 730d5793..3a3f32cd 100644
--- a/depthai_bridge/src/TFPublisher.cpp
+++ b/depthai_bridge/src/TFPublisher.cpp
@@ -16,7 +16,7 @@
 #include "rclcpp/rclcpp.hpp"
 #include "tf2/LinearMath/Matrix3x3.h"
 #include "tf2/LinearMath/Quaternion.h"
-#include "tf2_geometry_msgs/tf2_geometry_msgs/tf2_geometry_msgs.hpp"
+#include "tf2_geometry_msgs/tf2_geometry_msgs.hpp"
 
 namespace dai {
 namespace ros {

From ea2f1b0346f7d557cf8d4408b4f84f4cb4920203 Mon Sep 17 00:00:00 2001
From: richard-xx <99704599+richard-xx@users.noreply.github.com>
Date: Thu, 7 Dec 2023 17:33:31 +0800
Subject: [PATCH 37/38] Update yolo example for stereo/no-stereo - Humble
 (#447)

---
 depthai_examples/CMakeLists.txt               |   3 +
 .../launch/yolov4_publisher.launch.py         |  54 ++++--
 depthai_examples/src/yolov4_publisher.cpp     | 141 +++++++++++++++
 .../src/yolov4_spatial_publisher.cpp          | 160 +++++++-----------
 4 files changed, 246 insertions(+), 112 deletions(-)
 create mode 100644 depthai_examples/src/yolov4_publisher.cpp

diff --git a/depthai_examples/CMakeLists.txt b/depthai_examples/CMakeLists.txt
index 61273f8b..fd2e230f 100644
--- a/depthai_examples/CMakeLists.txt
+++ b/depthai_examples/CMakeLists.txt
@@ -101,9 +101,11 @@ dai_add_node_ros2(stereo_inertial_node src/stereo_inertial_publisher.cpp)
 dai_add_node_ros2(feature_tracker src/feature_tracker_publisher.cpp)
 dai_add_node_ros2(stereo_node src/stereo_publisher.cpp)
 dai_add_node_ros2(yolov4_spatial_node src/yolov4_spatial_publisher.cpp)
+dai_add_node_ros2(yolov4_node src/yolov4_publisher.cpp)
 
 target_compile_definitions(mobilenet_node PRIVATE BLOB_NAME="${mobilenet_blob_name}")
 target_compile_definitions(yolov4_spatial_node PRIVATE BLOB_NAME="${tiny_yolo_v4_blob_name}")
+target_compile_definitions(yolov4_node PRIVATE BLOB_NAME="${tiny_yolo_v4_blob_name}")
 target_compile_definitions(stereo_inertial_node PRIVATE BLOB_NAME="${tiny_yolo_v4_blob_name}")
 
 if($ENV{ROS_DISTRO} STREQUAL "galactic")
@@ -124,6 +126,7 @@ install(TARGETS
         stereo_inertial_node
         stereo_node
         yolov4_spatial_node
+        yolov4_node
         feature_tracker
         DESTINATION lib/${PROJECT_NAME})
 
diff --git a/depthai_examples/launch/yolov4_publisher.launch.py b/depthai_examples/launch/yolov4_publisher.launch.py
index 683379ba..79a3e773 100644
--- a/depthai_examples/launch/yolov4_publisher.launch.py
+++ b/depthai_examples/launch/yolov4_publisher.launch.py
@@ -4,6 +4,7 @@
 from launch import LaunchDescription, launch_description_sources
 from launch.actions import IncludeLaunchDescription
 from launch.actions import DeclareLaunchArgument
+from launch.conditions import IfCondition,UnlessCondition
 from launch.substitutions import LaunchConfiguration
 import launch_ros.actions
 import launch_ros.descriptions
@@ -131,7 +132,14 @@ def generate_launch_description():
         'monoResolution',
         default_value=monoResolution,
         description='Contains the resolution of the Mono Cameras. Available resolutions are 800p, 720p & 400p for OAK-D & 480p for OAK-D-Lite.')
-  
+
+    # declare_spatial_camera_cmd = DeclareLaunchArgument(
+    #     'spatial_camera',
+    #     default_value="true",
+    #     description='Enable spatial camera'
+    # )
+
+
     urdf_launch = IncludeLaunchDescription(
                             launch_description_sources.PythonLaunchDescriptionSource(
                                     os.path.join(urdf_launch_dir, 'urdf_launch.py')),
@@ -146,15 +154,32 @@ def generate_launch_description():
                                               'cam_pitch'   : cam_pitch,
                                               'cam_yaw'     : cam_yaw}.items())
     yolov4_spatial_node = launch_ros.actions.Node(
-            package='depthai_examples', executable='yolov4_spatial_node',
-            output='screen',
-            parameters=[{'tf_prefix': tf_prefix},
-                        {'camera_param_uri': camera_param_uri},
-                        {'sync_nn': sync_nn},
-                        {'nnName': nnName},
-                        {'resourceBaseFolder': resourceBaseFolder},
-                        {'monoResolution': monoResolution},
-                        {'spatial_camera': spatial_camera}])
+        package='depthai_examples', executable='yolov4_spatial_node',
+        output='screen',
+        parameters=[{'tf_prefix': tf_prefix},
+                    {'camera_param_uri': camera_param_uri},
+                    {'sync_nn': sync_nn},
+                    {'nnName': nnName},
+                    {'resourceBaseFolder': resourceBaseFolder},
+                    {'monoResolution': monoResolution},
+                    {'subpixel': subpixel},
+                    {'lrCheckTresh': lrCheckTresh},
+                    {'confidence': confidence},
+                    ],
+        condition=IfCondition(LaunchConfiguration('spatial_camera'))
+    )
+
+    yolov4_node = launch_ros.actions.Node(
+        package='depthai_examples', executable='yolov4_node',
+        output='screen',
+        parameters=[{'tf_prefix': tf_prefix},
+                    {'camera_param_uri': camera_param_uri},
+                    {'sync_nn': sync_nn},
+                    {'nnName': nnName},
+                    {'resourceBaseFolder': resourceBaseFolder},
+                    ],
+        condition=UnlessCondition(LaunchConfiguration('spatial_camera'))
+    )
 
     rviz_node = launch_ros.actions.Node(
             package='rviz2', executable='rviz2', output='screen',
@@ -181,11 +206,12 @@ def generate_launch_description():
     ld.add_action(declare_sync_nn_cmd)
     ld.add_action(urdf_launch)
 
-    if spatial_camera == True:
-        ld.add_action(declare_subpixel_cmd)
-        ld.add_action(declare_lrCheckTresh_cmd)
-        ld.add_action(declare_monoResolution_cmd)
+    ld.add_action(declare_subpixel_cmd)
+    ld.add_action(declare_lrCheckTresh_cmd)
+    ld.add_action(declare_monoResolution_cmd)
+
     ld.add_action(yolov4_spatial_node)
+    ld.add_action(yolov4_node)
 
     return ld
 
diff --git a/depthai_examples/src/yolov4_publisher.cpp b/depthai_examples/src/yolov4_publisher.cpp
new file mode 100644
index 00000000..2147c521
--- /dev/null
+++ b/depthai_examples/src/yolov4_publisher.cpp
@@ -0,0 +1,141 @@
+
+#include <cstdio>
+#include <iostream>
+
+#include "camera_info_manager/camera_info_manager.hpp"
+#include "depthai_bridge/BridgePublisher.hpp"
+#include "depthai_bridge/ImageConverter.hpp"
+#include "depthai_bridge/ImgDetectionConverter.hpp"
+#include "rclcpp/executors.hpp"
+#include "rclcpp/node.hpp"
+#include "sensor_msgs/msg/image.hpp"
+#include "vision_msgs/msg/detection2_d_array.hpp"
+
+// Inludes common necessary includes for development using depthai library
+#include "depthai/device/DataQueue.hpp"
+#include "depthai/device/Device.hpp"
+#include "depthai/pipeline/Pipeline.hpp"
+#include "depthai/pipeline/node/ColorCamera.hpp"
+#include "depthai/pipeline/node/DetectionNetwork.hpp"
+#include "depthai/pipeline/node/XLinkOut.hpp"
+
+const std::vector<std::string> label_map = {
+    "person",        "bicycle",      "car",           "motorbike",     "aeroplane",   "bus",         "train",       "truck",        "boat",
+    "traffic light", "fire hydrant", "stop sign",     "parking meter", "bench",       "bird",        "cat",         "dog",          "horse",
+    "sheep",         "cow",          "elephant",      "bear",          "zebra",       "giraffe",     "backpack",    "umbrella",     "handbag",
+    "tie",           "suitcase",     "frisbee",       "skis",          "snowboard",   "sports ball", "kite",        "baseball bat", "baseball glove",
+    "skateboard",    "surfboard",    "tennis racket", "bottle",        "wine glass",  "cup",         "fork",        "knife",        "spoon",
+    "bowl",          "banana",       "apple",         "sandwich",      "orange",      "broccoli",    "carrot",      "hot dog",      "pizza",
+    "donut",         "cake",         "chair",         "sofa",          "pottedplant", "bed",         "diningtable", "toilet",       "tvmonitor",
+    "laptop",        "mouse",        "remote",        "keyboard",      "cell phone",  "microwave",   "oven",        "toaster",      "sink",
+    "refrigerator",  "book",         "clock",         "vase",          "scissors",    "teddy bear",  "hair drier",  "toothbrush"};
+
+dai::Pipeline createPipeline(bool syncNN, std::string nnPath) {
+    dai::Pipeline pipeline;
+    auto colorCam = pipeline.create<dai::node::ColorCamera>();
+    auto detectionNetwork = pipeline.create<dai::node::YoloDetectionNetwork>();
+
+    // create xlink connections
+    auto xoutRgb = pipeline.create<dai::node::XLinkOut>();
+    auto xoutNN = pipeline.create<dai::node::XLinkOut>();
+
+    xoutRgb->setStreamName("preview");
+    xoutNN->setStreamName("detections");
+
+    // Properties
+    colorCam->setPreviewSize(416, 416);
+    colorCam->setResolution(dai::ColorCameraProperties::SensorResolution::THE_1080_P);
+    colorCam->setInterleaved(false);
+    colorCam->setColorOrder(dai::ColorCameraProperties::ColorOrder::BGR);
+    colorCam->setFps(40);
+
+    // Network specific settings
+    detectionNetwork->setConfidenceThreshold(0.5f);
+    detectionNetwork->setNumClasses(80);
+    detectionNetwork->setCoordinateSize(4);
+    detectionNetwork->setAnchors({10, 14, 23, 27, 37, 58, 81, 82, 135, 169, 344, 319});
+    detectionNetwork->setAnchorMasks({{"side26", {1, 2, 3}}, {"side13", {3, 4, 5}}});
+    detectionNetwork->setIouThreshold(0.5f);
+    detectionNetwork->setBlobPath(nnPath);
+    detectionNetwork->setNumInferenceThreads(2);
+    detectionNetwork->input.setBlocking(false);
+
+    // Linking
+    colorCam->preview.link(detectionNetwork->input);
+    if(syncNN)
+        detectionNetwork->passthrough.link(xoutRgb->input);
+    else
+        colorCam->preview.link(xoutRgb->input);
+
+    detectionNetwork->out.link(xoutNN->input);
+    return pipeline;
+}
+
+int main(int argc, char** argv) {
+    rclcpp::init(argc, argv);
+    auto node = rclcpp::Node::make_shared("yolov4_node");
+
+    std::string tfPrefix, resourceBaseFolder, nnPath;
+    std::string camera_param_uri;
+    std::string nnName(BLOB_NAME);  // Set your blob name for the model here
+    bool syncNN;
+    std::string monoResolution = "400p";
+
+    node->declare_parameter("tf_prefix", "oak");
+    node->declare_parameter("camera_param_uri", camera_param_uri);
+    node->declare_parameter("sync_nn", true);
+    node->declare_parameter("nnName", "");
+    node->declare_parameter("resourceBaseFolder", "");
+
+    node->get_parameter("tf_prefix", tfPrefix);
+    node->get_parameter("camera_param_uri", camera_param_uri);
+    node->get_parameter("sync_nn", syncNN);
+    node->get_parameter("resourceBaseFolder", resourceBaseFolder);
+
+    if(resourceBaseFolder.empty()) {
+        throw std::runtime_error("Send the path to the resouce folder containing NNBlob in \'resourceBaseFolder\' ");
+    }
+
+    std::string nnParam;
+    node->get_parameter("nnName", nnParam);
+    if(nnParam != "x") {
+        node->get_parameter("nnName", nnName);
+    }
+
+    nnPath = resourceBaseFolder + "/" + nnName;
+    dai::Pipeline pipeline = createPipeline(syncNN, nnPath);
+    dai::Device device(pipeline);
+
+    auto colorQueue = device.getOutputQueue("preview", 30, false);
+    auto detectionQueue = device.getOutputQueue("detections", 30, false);
+    auto calibrationHandler = device.readCalibration();
+
+    dai::rosBridge::ImageConverter rgbConverter(tfPrefix + "_rgb_camera_optical_frame", false);
+    auto rgbCameraInfo = rgbConverter.calibrationToCameraInfo(calibrationHandler, dai::CameraBoardSocket::CAM_A, -1, -1);
+    dai::rosBridge::BridgePublisher<sensor_msgs::msg::Image, dai::ImgFrame> rgbPublish(colorQueue,
+                                                                                       node,
+                                                                                       std::string("color/image"),
+                                                                                       std::bind(&dai::rosBridge::ImageConverter::toRosMsg,
+                                                                                                 &rgbConverter,  // since the converter has the same frame name
+                                                                                                                 // and image type is also same we can reuse it
+                                                                                                 std::placeholders::_1,
+                                                                                                 std::placeholders::_2),
+                                                                                       30,
+                                                                                       rgbCameraInfo,
+                                                                                       "color");
+
+    dai::rosBridge::ImgDetectionConverter detConverter(tfPrefix + "_rgb_camera_optical_frame", 416, 416, false);
+    dai::rosBridge::BridgePublisher<vision_msgs::msg::Detection2DArray, dai::ImgDetections> detectionPublish(
+        detectionQueue,
+        node,
+        std::string("color/yolov4_detections"),
+        std::bind(&dai::rosBridge::ImgDetectionConverter::toRosMsg, &detConverter, std::placeholders::_1, std::placeholders::_2),
+        30);
+
+    detectionPublish.addPublisherCallback();
+    rgbPublish.addPublisherCallback();  // addPublisherCallback works only when the dataqueue is non blocking.
+
+    rclcpp::spin(node);
+
+    return 0;
+}
diff --git a/depthai_examples/src/yolov4_spatial_publisher.cpp b/depthai_examples/src/yolov4_spatial_publisher.cpp
index 1d7df58e..fe07bb9f 100644
--- a/depthai_examples/src/yolov4_spatial_publisher.cpp
+++ b/depthai_examples/src/yolov4_spatial_publisher.cpp
@@ -34,13 +34,11 @@ const std::vector<std::string> label_map = {
     "laptop",        "mouse",        "remote",        "keyboard",      "cell phone",  "microwave",   "oven",        "toaster",      "sink",
     "refrigerator",  "book",         "clock",         "vase",          "scissors",    "teddy bear",  "hair drier",  "toothbrush"};
 
-dai::Pipeline createPipeline(bool spatial_camera, bool syncNN, bool subpixel, std::string nnPath, int confidence, int LRchecktresh, std::string resolution) {
+dai::Pipeline createPipeline(bool syncNN, bool subpixel, std::string nnPath, int confidence, int LRchecktresh, std::string resolution) {
     dai::Pipeline pipeline;
     dai::node::MonoCamera::Properties::SensorResolution monoResolution;
     auto colorCam = pipeline.create<dai::node::ColorCamera>();
-    auto camRgb = pipeline.create<dai::node::ColorCamera>();  // non spatial add in
     auto spatialDetectionNetwork = pipeline.create<dai::node::YoloSpatialDetectionNetwork>();
-    auto detectionNetwork = pipeline.create<dai::node::YoloDetectionNetwork>();
     auto monoLeft = pipeline.create<dai::node::MonoCamera>();
     auto monoRight = pipeline.create<dai::node::MonoCamera>();
     auto stereo = pipeline.create<dai::node::StereoDepth>();
@@ -49,104 +47,71 @@ dai::Pipeline createPipeline(bool spatial_camera, bool syncNN, bool subpixel, st
     auto xoutRgb = pipeline.create<dai::node::XLinkOut>();
     auto xoutDepth = pipeline.create<dai::node::XLinkOut>();
     auto xoutNN = pipeline.create<dai::node::XLinkOut>();
-    auto nnOut = pipeline.create<dai::node::XLinkOut>();  // non spatial add in
 
     xoutRgb->setStreamName("preview");
     xoutNN->setStreamName("detections");
-    if(spatial_camera == true) {
-        xoutDepth->setStreamName("depth");
-
-        colorCam->setPreviewSize(416, 416);
-        colorCam->setResolution(dai::ColorCameraProperties::SensorResolution::THE_1080_P);
-        colorCam->setInterleaved(false);
-        colorCam->setColorOrder(dai::ColorCameraProperties::ColorOrder::BGR);
-
-        if(resolution == "720p") {
-            monoResolution = dai::node::MonoCamera::Properties::SensorResolution::THE_720_P;
-        } else if(resolution == "400p") {
-            monoResolution = dai::node::MonoCamera::Properties::SensorResolution::THE_400_P;
-        } else if(resolution == "800p") {
-            monoResolution = dai::node::MonoCamera::Properties::SensorResolution::THE_800_P;
-        } else if(resolution == "480p") {
-            monoResolution = dai::node::MonoCamera::Properties::SensorResolution::THE_480_P;
-        } else {
-            RCLCPP_ERROR(rclcpp::get_logger("rclcpp"), "Invalid parameter. -> monoResolution: %s", resolution.c_str());
-            throw std::runtime_error("Invalid mono camera resolution.");
-        }
-
-        monoLeft->setResolution(monoResolution);
-        monoLeft->setBoardSocket(dai::CameraBoardSocket::CAM_B);
-        monoRight->setResolution(monoResolution);
-        monoRight->setBoardSocket(dai::CameraBoardSocket::CAM_C);
-
-        /// setting node configs
-        stereo->initialConfig.setConfidenceThreshold(confidence);
-        stereo->setRectifyEdgeFillColor(0);  // black, to better see the cutout
-        stereo->initialConfig.setLeftRightCheckThreshold(LRchecktresh);
-        stereo->setSubpixel(subpixel);
-        stereo->setDepthAlign(dai::CameraBoardSocket::CAM_A);
-
-        spatialDetectionNetwork->setBlobPath(nnPath);
-        spatialDetectionNetwork->setConfidenceThreshold(0.5f);
-        spatialDetectionNetwork->input.setBlocking(false);
-        spatialDetectionNetwork->setBoundingBoxScaleFactor(0.5);
-        spatialDetectionNetwork->setDepthLowerThreshold(100);
-        spatialDetectionNetwork->setDepthUpperThreshold(5000);
-
-        // yolo specific parameters
-        spatialDetectionNetwork->setNumClasses(80);
-        spatialDetectionNetwork->setCoordinateSize(4);
-        spatialDetectionNetwork->setAnchors({10, 14, 23, 27, 37, 58, 81, 82, 135, 169, 344, 319});
-        spatialDetectionNetwork->setAnchorMasks({{"side13", {3, 4, 5}}, {"side26", {1, 2, 3}}});
-        spatialDetectionNetwork->setIouThreshold(0.5f);
-
-        // Link plugins CAM -> STEREO -> XLINK
-        monoLeft->out.link(stereo->left);
-        monoRight->out.link(stereo->right);
-
-        // Link plugins CAM -> NN -> XLINK
-        colorCam->preview.link(spatialDetectionNetwork->input);
-        if(syncNN)
-            spatialDetectionNetwork->passthrough.link(xoutRgb->input);
-        else
-            colorCam->preview.link(xoutRgb->input);
-
-        spatialDetectionNetwork->out.link(xoutNN->input);
-
-        stereo->depth.link(spatialDetectionNetwork->inputDepth);
-        spatialDetectionNetwork->passthroughDepth.link(xoutDepth->input);
+    xoutDepth->setStreamName("depth");
+
+    colorCam->setPreviewSize(416, 416);
+    colorCam->setResolution(dai::ColorCameraProperties::SensorResolution::THE_1080_P);
+    colorCam->setInterleaved(false);
+    colorCam->setColorOrder(dai::ColorCameraProperties::ColorOrder::BGR);
+
+    if(resolution == "720p") {
+        monoResolution = dai::node::MonoCamera::Properties::SensorResolution::THE_720_P;
+    } else if(resolution == "400p") {
+        monoResolution = dai::node::MonoCamera::Properties::SensorResolution::THE_400_P;
+    } else if(resolution == "800p") {
+        monoResolution = dai::node::MonoCamera::Properties::SensorResolution::THE_800_P;
+    } else if(resolution == "480p") {
+        monoResolution = dai::node::MonoCamera::Properties::SensorResolution::THE_480_P;
     } else {
-        xoutRgb->setStreamName("rgb");
-        nnOut->setStreamName("detections");
-
-        // Properties
-        camRgb->setPreviewSize(416, 416);
-        camRgb->setResolution(dai::ColorCameraProperties::SensorResolution::THE_1080_P);
-        camRgb->setInterleaved(false);
-        camRgb->setColorOrder(dai::ColorCameraProperties::ColorOrder::BGR);
-        camRgb->setFps(40);
-
-        // Network specific settings
-        detectionNetwork->setConfidenceThreshold(0.5f);
-        detectionNetwork->setNumClasses(80);
-        detectionNetwork->setCoordinateSize(4);
-        detectionNetwork->setAnchors({10, 14, 23, 27, 37, 58, 81, 82, 135, 169, 344, 319});
-        detectionNetwork->setAnchorMasks({{"side26", {1, 2, 3}}, {"side13", {3, 4, 5}}});
-        detectionNetwork->setIouThreshold(0.5f);
-        detectionNetwork->setBlobPath(nnPath);
-        detectionNetwork->setNumInferenceThreads(2);
-        detectionNetwork->input.setBlocking(false);
-
-        // Linking
-        camRgb->preview.link(detectionNetwork->input);
-        if(syncNN)
-            detectionNetwork->passthrough.link(xoutRgb->input);
-        else
-            camRgb->preview.link(xoutRgb->input);
-
-        detectionNetwork->out.link(nnOut->input);
+        RCLCPP_ERROR(rclcpp::get_logger("rclcpp"), "Invalid parameter. -> monoResolution: %s", resolution.c_str());
+        throw std::runtime_error("Invalid mono camera resolution.");
     }
 
+    monoLeft->setResolution(monoResolution);
+    monoLeft->setBoardSocket(dai::CameraBoardSocket::CAM_B);
+    monoRight->setResolution(monoResolution);
+    monoRight->setBoardSocket(dai::CameraBoardSocket::CAM_C);
+
+    /// setting node configs
+    stereo->initialConfig.setConfidenceThreshold(confidence);
+    stereo->setRectifyEdgeFillColor(0);  // black, to better see the cutout
+    stereo->initialConfig.setLeftRightCheckThreshold(LRchecktresh);
+    stereo->setSubpixel(subpixel);
+    stereo->setDepthAlign(dai::CameraBoardSocket::CAM_A);
+
+    spatialDetectionNetwork->setBlobPath(nnPath);
+    spatialDetectionNetwork->setConfidenceThreshold(0.5f);
+    spatialDetectionNetwork->input.setBlocking(false);
+    spatialDetectionNetwork->setBoundingBoxScaleFactor(0.5);
+    spatialDetectionNetwork->setDepthLowerThreshold(100);
+    spatialDetectionNetwork->setDepthUpperThreshold(5000);
+
+    // yolo specific parameters
+    spatialDetectionNetwork->setNumClasses(80);
+    spatialDetectionNetwork->setCoordinateSize(4);
+    spatialDetectionNetwork->setAnchors({10, 14, 23, 27, 37, 58, 81, 82, 135, 169, 344, 319});
+    spatialDetectionNetwork->setAnchorMasks({{"side13", {3, 4, 5}}, {"side26", {1, 2, 3}}});
+    spatialDetectionNetwork->setIouThreshold(0.5f);
+
+    // Link plugins CAM -> STEREO -> XLINK
+    monoLeft->out.link(stereo->left);
+    monoRight->out.link(stereo->right);
+
+    // Link plugins CAM -> NN -> XLINK
+    colorCam->preview.link(spatialDetectionNetwork->input);
+    if(syncNN)
+        spatialDetectionNetwork->passthrough.link(xoutRgb->input);
+    else
+        colorCam->preview.link(xoutRgb->input);
+
+    spatialDetectionNetwork->out.link(xoutNN->input);
+
+    stereo->depth.link(spatialDetectionNetwork->inputDepth);
+    spatialDetectionNetwork->passthroughDepth.link(xoutDepth->input);
+
     return pipeline;
 }
 
@@ -157,7 +122,7 @@ int main(int argc, char** argv) {
     std::string tfPrefix, resourceBaseFolder, nnPath;
     std::string camera_param_uri;
     std::string nnName(BLOB_NAME);  // Set your blob name for the model here
-    bool syncNN, subpixel, spatial_camera;
+    bool syncNN, subpixel;
     int confidence = 200, LRchecktresh = 5;
     std::string monoResolution = "400p";
 
@@ -179,7 +144,6 @@ int main(int argc, char** argv) {
     node->get_parameter("LRchecktresh", LRchecktresh);
     node->get_parameter("monoResolution", monoResolution);
     node->get_parameter("resourceBaseFolder", resourceBaseFolder);
-    node->get_parameter("spatial_camera", spatial_camera);
 
     if(resourceBaseFolder.empty()) {
         throw std::runtime_error("Send the path to the resouce folder containing NNBlob in \'resourceBaseFolder\' ");
@@ -192,7 +156,7 @@ int main(int argc, char** argv) {
     }
 
     nnPath = resourceBaseFolder + "/" + nnName;
-    dai::Pipeline pipeline = createPipeline(spatial_camera, syncNN, subpixel, nnPath, confidence, LRchecktresh, monoResolution);
+    dai::Pipeline pipeline = createPipeline(syncNN, subpixel, nnPath, confidence, LRchecktresh, monoResolution);
     dai::Device device(pipeline);
 
     auto colorQueue = device.getOutputQueue("preview", 30, false);

From 314338efb8c07d8c208c6e120bbf5ca3d289e8c1 Mon Sep 17 00:00:00 2001
From: Adam Serafin <adam.serafin@luxonis.com>
Date: Tue, 23 Jan 2024 15:09:57 +0100
Subject: [PATCH 38/38] Update SR and LR support (#480)

---
 .../urdf/include/depthai_macro.urdf.xacro     | 74 +++++++++++----
 depthai_ros_driver/config/oak_d_sr.yaml       |  6 ++
 depthai_ros_driver/config/sr_rgbd.yaml        |  9 ++
 .../dai_nodes/nn/detection.hpp                | 17 ++--
 .../dai_nodes/nn/nn_wrapper.hpp               |  6 +-
 .../dai_nodes/nn/segmentation.hpp             |  6 +-
 .../dai_nodes/nn/spatial_detection.hpp        | 25 ++++--
 .../dai_nodes/nn/spatial_nn_wrapper.hpp       |  6 +-
 .../dai_nodes/sensors/sensor_wrapper.hpp      |  2 +-
 .../depthai_ros_driver/dai_nodes/stereo.hpp   |  2 +-
 .../param_handlers/imu_param_handler.hpp      |  2 +-
 .../param_handlers/nn_param_handler.hpp       |  3 +-
 .../param_handlers/stereo_param_handler.hpp   |  3 +-
 depthai_ros_driver/launch/camera.launch.py    |  8 +-
 depthai_ros_driver/launch/rgbd_pcl.launch.py  |  1 +
 .../launch/sr_rgbd_pcl.launch.py              | 89 +++++++++++++++++++
 depthai_ros_driver/src/camera.cpp             |  4 +-
 .../src/dai_nodes/nn/nn_wrapper.cpp           |  5 +-
 .../src/dai_nodes/nn/segmentation.cpp         |  7 +-
 .../src/dai_nodes/nn/spatial_nn_wrapper.cpp   |  7 +-
 .../src/dai_nodes/sensors/sensor_helpers.cpp  |  2 +-
 .../src/dai_nodes/sensors/sensor_wrapper.cpp  | 14 +++
 depthai_ros_driver/src/dai_nodes/stereo.cpp   | 28 +++++-
 .../param_handlers/camera_param_handler.cpp   |  1 +
 .../src/param_handlers/nn_param_handler.cpp   |  4 +-
 .../param_handlers/sensor_param_handler.cpp   | 18 +++-
 .../param_handlers/stereo_param_handler.cpp   | 10 ++-
 .../src/pipeline/pipeline_generator.cpp       |  4 +-
 28 files changed, 302 insertions(+), 61 deletions(-)
 create mode 100644 depthai_ros_driver/config/oak_d_sr.yaml
 create mode 100644 depthai_ros_driver/config/sr_rgbd.yaml
 create mode 100644 depthai_ros_driver/launch/sr_rgbd_pcl.launch.py

diff --git a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
index 2f7bdef9..5967583e 100644
--- a/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
+++ b/depthai_descriptions/urdf/include/depthai_macro.urdf.xacro
@@ -12,6 +12,10 @@
         <xacro:property name="has_imu" value="false" />
         <xacro:property name="baseline" value="0.075" />
 
+        <xacro:if value="${model in ['OAK-D-SR']}">
+            <xacro:property name="baseline" value="0.02" />
+        </xacro:if>
+
         <xacro:if value="${model in ['OAK-D', 'OAK-D-PRO', 'OAK-D-POE']}">
             <xacro:property name="has_imu" value="true" />
         </xacro:if>
@@ -19,29 +23,71 @@
         <xacro:base camera_name="${camera_name}" parent="${parent}" camera_model="${camera_model}" base_frame="${base_frame}" cam_pos_x="${cam_pos_x}" cam_pos_y="${cam_pos_y}" cam_pos_z="${cam_pos_z}" cam_roll="${cam_roll}" cam_pitch="${cam_pitch}" cam_yaw="${cam_yaw}" has_imu="${has_imu}"/>
 
         <!-- RGB Camera -->
-        <link name="${camera_name}_rgb_camera_frame" />
+        <xacro:unless value="${model in ['OAK-D-SR']}">
+            <link name="${camera_name}_rgb_camera_frame" />
+
+            <joint name="${camera_name}_rgb_camera_joint" type="fixed">
+                <parent link="${base_frame}"/>
+                <child link="${camera_name}_rgb_camera_frame"/>
+                <origin xyz="0 0 0" rpy="0 0 0" />
+            </joint>
+
+            <link name="${camera_name}_rgb_camera_optical_frame"/>
+
+            <joint name="${camera_name}_rgb_camera_optical_joint" type="fixed">
+                <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
+                <parent link="${camera_name}_rgb_camera_frame"/>
+                <child link="${camera_name}_rgb_camera_optical_frame"/>
+            </joint>
+        </xacro:unless>
+        <xacro:unless value="${model in ['OAK-D-LR']}">
+            
+        <!-- Left Camera -->
+        <link name="${camera_name}_left_camera_frame" />
 
-        <joint name="${camera_name}_rgb_camera_joint" type="fixed">
+        <joint name="${camera_name}_left_camera_joint" type="fixed">
             <parent link="${base_frame}"/>
-            <child link="${camera_name}_rgb_camera_frame"/>
-            <origin xyz="0 0 0" rpy="0 0 0" />
+            <child link="${camera_name}_left_camera_frame"/>
+            <origin xyz="0 ${baseline/2} 0" rpy="0 0 0" />
         </joint>
 
-        <link name="${camera_name}_rgb_camera_optical_frame"/>
+        <link name="${camera_name}_left_camera_optical_frame"/>
 
-        <joint name="${camera_name}_rgb_camera_optical_joint" type="fixed">
+        <joint name="${camera_name}_left_camera_optical_joint" type="fixed">
             <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
-            <parent link="${camera_name}_rgb_camera_frame"/>
-            <child link="${camera_name}_rgb_camera_optical_frame"/>
+            <parent link="${camera_name}_left_camera_frame"/>
+            <child link="${camera_name}_left_camera_optical_frame"/>
         </joint>
 
-        <!-- Left Camera -->
+
+        <!-- right Camera -->
+        <link name="${camera_name}_right_camera_frame" />
+
+        <joint name="${camera_name}_right_camera_joint" type="fixed">
+            <parent link="${base_frame}"/>
+            <child link="${camera_name}_right_camera_frame"/>
+            <origin xyz="0 -${baseline/2} 0" rpy="0 0 0" />
+        </joint>
+
+        <link name="${camera_name}_right_camera_optical_frame"/>
+
+        <joint name="${camera_name}_right_camera_optical_joint" type="fixed">
+            <origin xyz="0 0 0" rpy="-${M_PI/2} 0.0 -${M_PI/2}"/>
+            <parent link="${camera_name}_right_camera_frame"/>
+            <child link="${camera_name}_right_camera_optical_frame"/>
+        </joint>
+
+        </xacro:unless>
+
+        <xacro:if value="${model in ['OAK-D-LR']}">
+
+        <!-- left Camera -->
         <link name="${camera_name}_left_camera_frame" />
 
         <joint name="${camera_name}_left_camera_joint" type="fixed">
             <parent link="${base_frame}"/>
             <child link="${camera_name}_left_camera_frame"/>
-            <origin xyz="0 ${baseline/2} 0" rpy="0 0 0" />
+            <origin xyz="0 0.1 0" rpy="0 0 0" />
         </joint>
 
         <link name="${camera_name}_left_camera_optical_frame"/>
@@ -52,14 +98,13 @@
             <child link="${camera_name}_left_camera_optical_frame"/>
         </joint>
 
-
-        <!-- right Camera -->
+         <!-- right Camera -->
         <link name="${camera_name}_right_camera_frame" />
 
         <joint name="${camera_name}_right_camera_joint" type="fixed">
             <parent link="${base_frame}"/>
             <child link="${camera_name}_right_camera_frame"/>
-            <origin xyz="0 -${baseline/2} 0" rpy="0 0 0" />
+            <origin xyz="0 -0.05 0" rpy="0 0 0" />
         </joint>
 
         <link name="${camera_name}_right_camera_optical_frame"/>
@@ -69,8 +114,7 @@
             <parent link="${camera_name}_right_camera_frame"/>
             <child link="${camera_name}_right_camera_optical_frame"/>
         </joint>
-
-
+    </xacro:if>
     </xacro:macro>
 
 </robot>
diff --git a/depthai_ros_driver/config/oak_d_sr.yaml b/depthai_ros_driver/config/oak_d_sr.yaml
new file mode 100644
index 00000000..e00474b2
--- /dev/null
+++ b/depthai_ros_driver/config/oak_d_sr.yaml
@@ -0,0 +1,6 @@
+/oak:
+  ros__parameters:
+    camera:
+      i_pipeline_type: 'Depth'
+    right:
+      i_publish_topic: true
diff --git a/depthai_ros_driver/config/sr_rgbd.yaml b/depthai_ros_driver/config/sr_rgbd.yaml
new file mode 100644
index 00000000..4d5b7f6d
--- /dev/null
+++ b/depthai_ros_driver/config/sr_rgbd.yaml
@@ -0,0 +1,9 @@
+/oak:
+  ros__parameters:
+    camera:
+      i_nn_type: none
+      i_pipeline_type: Depth
+    right:
+      i_publish_topic: true
+    stereo:
+      i_extended_disp: true
\ No newline at end of file
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
index d5898914..812a2908 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/detection.hpp
@@ -5,6 +5,7 @@
 #include <vector>
 
 #include "camera_info_manager/camera_info_manager.hpp"
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai/device/DataQueue.hpp"
 #include "depthai/device/Device.hpp"
 #include "depthai/pipeline/Pipeline.hpp"
@@ -16,6 +17,7 @@
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/param_handlers/nn_param_handler.hpp"
+#include "depthai_ros_driver/utils.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
 #include "rclcpp/node.hpp"
@@ -35,12 +37,16 @@ class Detection : public BaseNode {
      * @param      node         The node
      * @param      pipeline     The pipeline
      */
-    Detection(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline) : BaseNode(daiNodeName, node, pipeline) {
+    Detection(const std::string& daiNodeName,
+              rclcpp::Node* node,
+              std::shared_ptr<dai::Pipeline> pipeline,
+              const dai::CameraBoardSocket& socket = dai::CameraBoardSocket::CAM_A)
+        : BaseNode(daiNodeName, node, pipeline) {
         RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
         setNames();
         detectionNode = pipeline->create<T>();
         imageManip = pipeline->create<dai::node::ImageManip>();
-        ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName);
+        ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName, socket);
         ph->declareParams(detectionNode, imageManip);
         RCLCPP_DEBUG(node->get_logger(), "Node %s created", daiNodeName.c_str());
         imageManip->out.link(detectionNode->input);
@@ -55,12 +61,13 @@ class Detection : public BaseNode {
      */
     void setupQueues(std::shared_ptr<dai::Device> device) override {
         nnQ = device->getOutputQueue(nnQName, ph->getParam<int>("i_max_q_size"), false);
-        auto tfPrefix = getTFPrefix("rgb");
+        std::string socketName = utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")));
+        auto tfPrefix = getTFPrefix(socketName);
         int width;
         int height;
         if(ph->getParam<bool>("i_disable_resize")) {
-            width = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
-            height = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
+            width = ph->getOtherNodeParam<int>(socketName, "i_preview_width");
+            height = ph->getOtherNodeParam<int>(socketName, "i_preview_height");
         } else {
             width = imageManip->initialConfig.getResizeConfig().width;
             height = imageManip->initialConfig.getResizeConfig().height;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/nn_wrapper.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/nn_wrapper.hpp
index 4b82374b..6890ab38 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/nn_wrapper.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/nn_wrapper.hpp
@@ -4,6 +4,7 @@
 #include <string>
 #include <vector>
 
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
 
 namespace dai {
@@ -25,7 +26,10 @@ namespace dai_nodes {
 
 class NNWrapper : public BaseNode {
    public:
-    explicit NNWrapper(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
+    explicit NNWrapper(const std::string& daiNodeName,
+                       rclcpp::Node* node,
+                       std::shared_ptr<dai::Pipeline> pipeline,
+                       const dai::CameraBoardSocket& socket = dai::CameraBoardSocket::CAM_A);
     ~NNWrapper();
     void updateParams(const std::vector<rclcpp::Parameter>& params) override;
     void setupQueues(std::shared_ptr<dai::Device> device) override;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/segmentation.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/segmentation.hpp
index ff5ef19b..44052ee2 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/segmentation.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/segmentation.hpp
@@ -5,6 +5,7 @@
 #include <vector>
 
 #include "cv_bridge/cv_bridge.h"
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
@@ -40,7 +41,10 @@ namespace dai_nodes {
 namespace nn {
 class Segmentation : public BaseNode {
    public:
-    Segmentation(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
+    Segmentation(const std::string& daiNodeName,
+                 rclcpp::Node* node,
+                 std::shared_ptr<dai::Pipeline> pipeline,
+                 const dai::CameraBoardSocket& socket = dai::CameraBoardSocket::CAM_A);
     ~Segmentation();
     void updateParams(const std::vector<rclcpp::Parameter>& params) override;
     void setupQueues(std::shared_ptr<dai::Device> device) override;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
index ea82cece..18f9bf62 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_detection.hpp
@@ -5,6 +5,7 @@
 #include <vector>
 
 #include "camera_info_manager/camera_info_manager.hpp"
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai/device/DataQueue.hpp"
 #include "depthai/device/Device.hpp"
 #include "depthai/pipeline/Pipeline.hpp"
@@ -17,6 +18,7 @@
 #include "depthai_ros_driver/dai_nodes/nn/nn_helpers.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/param_handlers/nn_param_handler.hpp"
+#include "depthai_ros_driver/utils.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
 #include "rclcpp/node.hpp"
@@ -27,12 +29,16 @@ namespace nn {
 template <typename T>
 class SpatialDetection : public BaseNode {
    public:
-    SpatialDetection(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline) : BaseNode(daiNodeName, node, pipeline) {
+    SpatialDetection(const std::string& daiNodeName,
+                     rclcpp::Node* node,
+                     std::shared_ptr<dai::Pipeline> pipeline,
+                     const dai::CameraBoardSocket& socket = dai::CameraBoardSocket::CAM_A)
+        : BaseNode(daiNodeName, node, pipeline) {
         RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
         setNames();
         spatialNode = pipeline->create<T>();
         imageManip = pipeline->create<dai::node::ImageManip>();
-        ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName);
+        ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName, socket);
         ph->declareParams(spatialNode, imageManip);
         RCLCPP_DEBUG(node->get_logger(), "Node %s created", daiNodeName.c_str());
         imageManip->out.link(spatialNode->input);
@@ -44,12 +50,13 @@ class SpatialDetection : public BaseNode {
     };
     void setupQueues(std::shared_ptr<dai::Device> device) override {
         nnQ = device->getOutputQueue(nnQName, ph->getParam<int>("i_max_q_size"), false);
-        auto tfPrefix = getTFPrefix("rgb");
+        std::string socketName = utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id")));
+        auto tfPrefix = getTFPrefix(socketName);
         int width;
         int height;
         if(ph->getParam<bool>("i_disable_resize")) {
-            width = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
-            height = getROSNode()->get_parameter("rgb.i_preview_size").as_int();
+            width = ph->getOtherNodeParam<int>(socketName, "i_preview_width");
+            height = ph->getOtherNodeParam<int>(socketName, "i_preview_height");
         } else {
             width = imageManip->initialConfig.getResizeConfig().width;
             height = imageManip->initialConfig.getResizeConfig().height;
@@ -80,8 +87,8 @@ class SpatialDetection : public BaseNode {
         }
 
         if(ph->getParam<bool>("i_enable_passthrough_depth")) {
-            dai::CameraBoardSocket socket = static_cast<dai::CameraBoardSocket>(getROSNode()->get_parameter("stereo.i_board_socket_id").as_int());
-            if(!getROSNode()->get_parameter("stereo.i_align_depth").as_bool()) {
+            dai::CameraBoardSocket socket = static_cast<dai::CameraBoardSocket>(ph->getOtherNodeParam<int>("stereo", "i_board_socket_id"));
+            if(!ph->getOtherNodeParam<bool>("stereo", "i_align_depth")) {
                 tfPrefix = getTFPrefix("right");
             };
             ptDepthQ = device->getOutputQueue(ptDepthQName, ph->getParam<int>("i_max_q_size"), false);
@@ -93,8 +100,8 @@ class SpatialDetection : public BaseNode {
                                                                        *ptDepthImageConverter,
                                                                        device,
                                                                        socket,
-                                                                       getROSNode()->get_parameter("stereo.i_width").as_int(),
-                                                                       getROSNode()->get_parameter("stereo.i_height").as_int()));
+                                                                       ph->getOtherNodeParam<int>("stereo", "i_width"),
+                                                                       ph->getOtherNodeParam<int>("stereo", "i_height")));
 
             ptDepthPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/passthrough_depth/image_raw");
             ptDepthQ->addCallback(
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_nn_wrapper.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_nn_wrapper.hpp
index 8c9d19ac..dc27c09c 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_nn_wrapper.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/nn/spatial_nn_wrapper.hpp
@@ -4,6 +4,7 @@
 #include <string>
 #include <vector>
 
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai_ros_driver/dai_nodes/base_node.hpp"
 
 namespace dai {
@@ -26,7 +27,10 @@ namespace dai_nodes {
 
 class SpatialNNWrapper : public BaseNode {
    public:
-    explicit SpatialNNWrapper(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline);
+    explicit SpatialNNWrapper(const std::string& daiNodeName,
+                              rclcpp::Node* node,
+                              std::shared_ptr<dai::Pipeline> pipeline,
+                              const dai::CameraBoardSocket& socket = dai::CameraBoardSocket::CAM_A);
     ~SpatialNNWrapper();
     void updateParams(const std::vector<rclcpp::Parameter>& params) override;
     void setupQueues(std::shared_ptr<dai::Device> device) override;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
index 080c5700..792e763b 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp
@@ -53,7 +53,7 @@ class SensorWrapper : public BaseNode {
 
    private:
     void subCB(const sensor_msgs::msg::Image& img);
-    std::unique_ptr<BaseNode> sensorNode, featureTrackerNode;
+    std::unique_ptr<BaseNode> sensorNode, featureTrackerNode, nnNode;
     std::unique_ptr<param_handlers::SensorParamHandler> ph;
     std::unique_ptr<dai::ros::ImageConverter> converter;
     rclcpp::Subscription<sensor_msgs::msg::Image>::SharedPtr sub;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
index bcc09024..f159cc4a 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/dai_nodes/stereo.hpp
@@ -93,7 +93,7 @@ class Stereo : public BaseNode {
     std::shared_ptr<dai::node::VideoEncoder> stereoEnc, leftRectEnc, rightRectEnc;
     std::unique_ptr<SensorWrapper> left;
     std::unique_ptr<SensorWrapper> right;
-    std::unique_ptr<BaseNode> featureTrackerLeftR, featureTrackerRightR;
+    std::unique_ptr<BaseNode> featureTrackerLeftR, featureTrackerRightR, nnNode;
     std::unique_ptr<param_handlers::StereoParamHandler> ph;
     std::shared_ptr<dai::DataOutputQueue> stereoQ, leftRectQ, rightRectQ;
     std::shared_ptr<dai::node::XLinkOut> xoutStereo, xoutLeftRect, xoutRightRect;
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/imu_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/imu_param_handler.hpp
index 0045c0b4..3c31c234 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/imu_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/imu_param_handler.hpp
@@ -4,8 +4,8 @@
 #include <string>
 #include <vector>
 
-#include "depthai/pipeline/datatype/CameraControl.hpp"
 #include "depthai-shared/properties/IMUProperties.hpp"
+#include "depthai/pipeline/datatype/CameraControl.hpp"
 #include "depthai_bridge/ImuConverter.hpp"
 #include "depthai_ros_driver/param_handlers/base_param_handler.hpp"
 
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/nn_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/nn_param_handler.hpp
index 2fc65c79..a4fc36b6 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/nn_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/nn_param_handler.hpp
@@ -6,6 +6,7 @@
 #include <unordered_map>
 #include <vector>
 
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai/pipeline/datatype/CameraControl.hpp"
 #include "depthai_ros_driver/param_handlers/base_param_handler.hpp"
 #include "nlohmann/json.hpp"
@@ -33,7 +34,7 @@ enum class NNFamily { Segmentation, Mobilenet, Yolo };
 }
 class NNParamHandler : public BaseParamHandler {
    public:
-    explicit NNParamHandler(rclcpp::Node* node, const std::string& name);
+    explicit NNParamHandler(rclcpp::Node* node, const std::string& name, const dai::CameraBoardSocket& socket = dai::CameraBoardSocket::CAM_A);
     ~NNParamHandler();
     nn::NNFamily getNNFamily();
     template <typename T>
diff --git a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
index c45c6595..f2546e70 100644
--- a/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
+++ b/depthai_ros_driver/include/depthai_ros_driver/param_handlers/stereo_param_handler.hpp
@@ -26,13 +26,14 @@ class StereoParamHandler : public BaseParamHandler {
     ~StereoParamHandler();
     void declareParams(std::shared_ptr<dai::node::StereoDepth> stereo);
     dai::CameraControl setRuntimeParams(const std::vector<rclcpp::Parameter>& params) override;
-    void updateSocketsFromParams(dai::CameraBoardSocket& left, dai::CameraBoardSocket& right);
+    void updateSocketsFromParams(dai::CameraBoardSocket& left, dai::CameraBoardSocket& right, dai::CameraBoardSocket& align);
 
    private:
     std::unordered_map<std::string, dai::node::StereoDepth::PresetMode> depthPresetMap;
     std::unordered_map<std::string, dai::StereoDepthConfig::CostMatching::DisparityWidth> disparityWidthMap;
     std::unordered_map<std::string, dai::StereoDepthConfig::PostProcessing::DecimationFilter::DecimationMode> decimationModeMap;
     std::unordered_map<std::string, dai::StereoDepthConfig::PostProcessing::TemporalFilter::PersistencyMode> temporalPersistencyMap;
+    dai::CameraBoardSocket alignSocket;
 };
 }  // namespace param_handlers
 }  // namespace depthai_ros_driver
\ No newline at end of file
diff --git a/depthai_ros_driver/launch/camera.launch.py b/depthai_ros_driver/launch/camera.launch.py
index 9e743c02..c152ea8d 100644
--- a/depthai_ros_driver/launch/camera.launch.py
+++ b/depthai_ros_driver/launch/camera.launch.py
@@ -33,11 +33,11 @@ def launch_setup(context, *args, **kwargs):
     cam_yaw      = LaunchConfiguration('cam_yaw',       default = '0.0')
     use_composition = LaunchConfiguration('rsp_use_composition', default='true')
     imu_from_descr = LaunchConfiguration('imu_from_descr', default='false')
-    pass_tf_args_as_params = LaunchConfiguration('pass_tf_args_as_params', default='false')
+    publish_tf_from_calibration = LaunchConfiguration('publish_tf_from_calibration', default='false')
     override_cam_model = LaunchConfiguration('override_cam_model', default='false')
 
     tf_params = {}
-    if(pass_tf_args_as_params.perform(context) == 'true'):
+    if(publish_tf_from_calibration.perform(context) == 'true'):
         cam_model = ''
         if override_cam_model.perform(context) == 'true':
             cam_model = camera_model.perform(context)
@@ -92,7 +92,7 @@ def launch_setup(context, *args, **kwargs):
                               'cam_pitch': cam_pitch,
                               'cam_yaw': cam_yaw,
                               'use_composition': use_composition,
-                              'use_base_descr': pass_tf_args_as_params}.items()),
+                              'use_base_descr': publish_tf_from_calibration}.items()),
 
         ComposableNodeContainer(
             name=name+"_container",
@@ -132,7 +132,7 @@ def generate_launch_description():
         DeclareLaunchArgument("use_rviz", default_value='false'),
         DeclareLaunchArgument("rviz_config", default_value=os.path.join(depthai_prefix, "config", "rviz", "rgbd.rviz")),
         DeclareLaunchArgument("rsp_use_composition", default_value='true'),
-        DeclareLaunchArgument("pass_tf_args_as_params", default_value='false', description='Enables TF publishing from camera calibration file.'),
+        DeclareLaunchArgument("publish_tf_from_calibration", default_value='false', description='Enables TF publishing from camera calibration file.'),
         DeclareLaunchArgument("imu_from_descr", default_value='false', description='Enables IMU publishing from URDF.'),
         DeclareLaunchArgument("override_cam_model", default_value='false', description='Overrides camera model from calibration file.'),
         DeclareLaunchArgument("use_gdb", default_value='false'),
diff --git a/depthai_ros_driver/launch/rgbd_pcl.launch.py b/depthai_ros_driver/launch/rgbd_pcl.launch.py
index 6b50fa04..6d8b17c6 100644
--- a/depthai_ros_driver/launch/rgbd_pcl.launch.py
+++ b/depthai_ros_driver/launch/rgbd_pcl.launch.py
@@ -71,6 +71,7 @@ def generate_launch_description():
     depthai_prefix = get_package_share_directory("depthai_ros_driver")
     declared_arguments = [
         DeclareLaunchArgument("name", default_value="oak"),
+        DeclareLaunchArgument("camera_model", default_value="OAK-D"),
         DeclareLaunchArgument("parent_frame", default_value="oak-d-base-frame"),
         DeclareLaunchArgument("cam_pos_x", default_value="0.0"),
         DeclareLaunchArgument("cam_pos_y", default_value="0.0"),
diff --git a/depthai_ros_driver/launch/sr_rgbd_pcl.launch.py b/depthai_ros_driver/launch/sr_rgbd_pcl.launch.py
new file mode 100644
index 00000000..32c0035a
--- /dev/null
+++ b/depthai_ros_driver/launch/sr_rgbd_pcl.launch.py
@@ -0,0 +1,89 @@
+import os
+
+from ament_index_python.packages import get_package_share_directory
+from launch import LaunchDescription
+from launch.actions import DeclareLaunchArgument, IncludeLaunchDescription, OpaqueFunction
+from launch.launch_description_sources import PythonLaunchDescriptionSource
+from launch.substitutions import LaunchConfiguration
+from launch_ros.actions import LoadComposableNodes, Node
+from launch_ros.descriptions import ComposableNode
+from launch.conditions import IfCondition
+
+
+def launch_setup(context, *args, **kwargs):
+    params_file = LaunchConfiguration("params_file")
+    depthai_prefix = get_package_share_directory("depthai_ros_driver")
+
+    name = LaunchConfiguration('name').perform(context)
+    rgb_topic_name = name+'/right/image_raw'
+    if LaunchConfiguration('rectify_rgb').perform(context)=='true':
+        rgb_topic_name = name +'/right/image_rect'
+    return [
+        IncludeLaunchDescription(
+            PythonLaunchDescriptionSource(
+                os.path.join(depthai_prefix, 'launch', 'camera.launch.py')),
+            launch_arguments={"name": name,
+                              "params_file": params_file,
+                              "parent_frame": LaunchConfiguration("parent_frame"),
+                               "cam_pos_x": LaunchConfiguration("cam_pos_x"),
+                               "cam_pos_y": LaunchConfiguration("cam_pos_y"),
+                               "cam_pos_z": LaunchConfiguration("cam_pos_z"),
+                               "cam_roll": LaunchConfiguration("cam_roll"),
+                               "cam_pitch": LaunchConfiguration("cam_pitch"),
+                               "cam_yaw": LaunchConfiguration("cam_yaw"),
+                               "use_rviz": LaunchConfiguration("use_rviz")
+                               }.items()),
+
+        LoadComposableNodes(
+            condition=IfCondition(LaunchConfiguration("rectify_rgb")),
+            target_container=name+"_container",
+            composable_node_descriptions=[
+                    ComposableNode(
+                        package="image_proc",
+                        plugin="image_proc::RectifyNode",
+                        name="rectify_color_node",
+                        remappings=[('image', name+'/right/image_raw'),
+                                    ('camera_info', name+'/right/camera_info'),
+                                    ('image_rect', name+'/right/image_rect'),
+                                    ('image_rect/compressed', name+'/right/image_rect/compressed'),
+                                    ('image_rect/compressedDepth', name+'/right/image_rect/compressedDepth'),
+                                    ('image_rect/theora', name+'/right/image_rect/theora')]
+                    )
+            ]),
+        LoadComposableNodes(
+            target_container=name+"_container",
+            composable_node_descriptions=[
+                    ComposableNode(
+                    package='depth_image_proc',
+                    plugin='depth_image_proc::PointCloudXyzrgbNode',
+                    name='point_cloud_xyzrgb_node',
+                    remappings=[('depth_registered/image_rect', name+'/stereo/image_raw'),
+                                ('rgb/image_rect_color', rgb_topic_name),
+                                ('rgb/camera_info', name+'/right/camera_info'),
+                                ('points', name+'/points')]
+                    ),
+            ],
+        ),
+    ]
+
+
+def generate_launch_description():
+    depthai_prefix = get_package_share_directory("depthai_ros_driver")
+    declared_arguments = [
+        DeclareLaunchArgument("name", default_value="oak"),
+        DeclareLaunchArgument("camera_model", default_value="OAK-D-SR"),
+        DeclareLaunchArgument("parent_frame", default_value="oak-d-base-frame"),
+        DeclareLaunchArgument("cam_pos_x", default_value="0.0"),
+        DeclareLaunchArgument("cam_pos_y", default_value="0.0"),
+        DeclareLaunchArgument("cam_pos_z", default_value="0.0"),
+        DeclareLaunchArgument("cam_roll", default_value="0.0"),
+        DeclareLaunchArgument("cam_pitch", default_value="0.0"),
+        DeclareLaunchArgument("cam_yaw", default_value="0.0"),
+        DeclareLaunchArgument("params_file", default_value=os.path.join(depthai_prefix, 'config', 'sr_rgbd.yaml')),
+        DeclareLaunchArgument("use_rviz", default_value="False"),
+        DeclareLaunchArgument("rectify_rgb", default_value="False"),
+    ]
+
+    return LaunchDescription(
+        declared_arguments + [OpaqueFunction(function=launch_setup)]
+    )
diff --git a/depthai_ros_driver/src/camera.cpp b/depthai_ros_driver/src/camera.cpp
index b9f14844..3e690a7b 100644
--- a/depthai_ros_driver/src/camera.cpp
+++ b/depthai_ros_driver/src/camera.cpp
@@ -62,7 +62,9 @@ void Camera::diagCB(const diagnostic_msgs::msg::DiagnosticArray::SharedPtr msg)
         if(status.name == get_name() + std::string(": sys_logger")) {
             if(status.level == diagnostic_msgs::msg::DiagnosticStatus::ERROR) {
                 RCLCPP_ERROR(this->get_logger(), "Camera diagnostics error: %s", status.message.c_str());
-                restart();
+                if(ph->getParam<bool>("i_restart_on_diagnostics_error")) {
+                    restart();
+                };
             }
         }
     }
diff --git a/depthai_ros_driver/src/dai_nodes/nn/nn_wrapper.cpp b/depthai_ros_driver/src/dai_nodes/nn/nn_wrapper.cpp
index 8d23d2a7..0f7561e4 100644
--- a/depthai_ros_driver/src/dai_nodes/nn/nn_wrapper.cpp
+++ b/depthai_ros_driver/src/dai_nodes/nn/nn_wrapper.cpp
@@ -10,9 +10,10 @@
 
 namespace depthai_ros_driver {
 namespace dai_nodes {
-NNWrapper::NNWrapper(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline) : BaseNode(daiNodeName, node, pipeline) {
+NNWrapper::NNWrapper(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline, const dai::CameraBoardSocket& socket)
+    : BaseNode(daiNodeName, node, pipeline) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s base", daiNodeName.c_str());
-    ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName);
+    ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName, socket);
     auto family = ph->getNNFamily();
     switch(family) {
         case param_handlers::nn::NNFamily::Yolo: {
diff --git a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
index 90192e4e..f2a65f5f 100644
--- a/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
+++ b/depthai_ros_driver/src/dai_nodes/nn/segmentation.cpp
@@ -12,6 +12,7 @@
 #include "depthai_bridge/ImageConverter.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/param_handlers/nn_param_handler.hpp"
+#include "depthai_ros_driver/utils.hpp"
 #include "image_transport/camera_publisher.hpp"
 #include "image_transport/image_transport.hpp"
 #include "rclcpp/node.hpp"
@@ -22,13 +23,13 @@ namespace depthai_ros_driver {
 namespace dai_nodes {
 namespace nn {
 
-Segmentation::Segmentation(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline)
+Segmentation::Segmentation(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline, const dai::CameraBoardSocket& socket)
     : BaseNode(daiNodeName, node, pipeline) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
     setNames();
     segNode = pipeline->create<dai::node::NeuralNetwork>();
     imageManip = pipeline->create<dai::node::ImageManip>();
-    ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName);
+    ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName, socket);
     ph->declareParams(segNode, imageManip);
     RCLCPP_DEBUG(node->get_logger(), "Node %s created", daiNodeName.c_str());
     imageManip->out.link(segNode->input);
@@ -58,7 +59,7 @@ void Segmentation::setupQueues(std::shared_ptr<dai::Device> device) {
     nnPub = image_transport::create_camera_publisher(getROSNode(), "~/" + getName() + "/image_raw");
     nnQ->addCallback(std::bind(&Segmentation::segmentationCB, this, std::placeholders::_1, std::placeholders::_2));
     if(ph->getParam<bool>("i_enable_passthrough")) {
-        auto tfPrefix = getTFPrefix("rgb");
+        auto tfPrefix = getTFPrefix(utils::getSocketName(static_cast<dai::CameraBoardSocket>(ph->getParam<int>("i_board_socket_id"))));
         ptQ = device->getOutputQueue(ptQName, ph->getParam<int>("i_max_q_size"), false);
         imageConverter = std::make_unique<dai::ros::ImageConverter>(tfPrefix + "_camera_optical_frame", false);
         infoManager = std::make_shared<camera_info_manager::CameraInfoManager>(
diff --git a/depthai_ros_driver/src/dai_nodes/nn/spatial_nn_wrapper.cpp b/depthai_ros_driver/src/dai_nodes/nn/spatial_nn_wrapper.cpp
index d54a8aec..938cd6fa 100644
--- a/depthai_ros_driver/src/dai_nodes/nn/spatial_nn_wrapper.cpp
+++ b/depthai_ros_driver/src/dai_nodes/nn/spatial_nn_wrapper.cpp
@@ -9,10 +9,13 @@
 
 namespace depthai_ros_driver {
 namespace dai_nodes {
-SpatialNNWrapper::SpatialNNWrapper(const std::string& daiNodeName, rclcpp::Node* node, std::shared_ptr<dai::Pipeline> pipeline)
+SpatialNNWrapper::SpatialNNWrapper(const std::string& daiNodeName,
+                                   rclcpp::Node* node,
+                                   std::shared_ptr<dai::Pipeline> pipeline,
+                                   const dai::CameraBoardSocket& socket)
     : BaseNode(daiNodeName, node, pipeline) {
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s base", daiNodeName.c_str());
-    ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName);
+    ph = std::make_unique<param_handlers::NNParamHandler>(node, daiNodeName, socket);
     auto family = ph->getNNFamily();
     switch(family) {
         case param_handlers::nn::NNFamily::Yolo: {
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
index 076a8419..59e9f8b0 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_helpers.cpp
@@ -125,7 +125,7 @@ sensor_msgs::msg::CameraInfo getCalibInfo(const rclcpp::Logger& logger,
     try {
         info = converter.calibrationToCameraInfo(calibHandler, socket, width, height);
     } catch(std::runtime_error& e) {
-        RCLCPP_ERROR(logger, "No calibration! Publishing empty camera_info.");
+        RCLCPP_ERROR(logger, "No calibration for socket %d! Publishing empty camera_info.", static_cast<int>(socket));
     }
     return info;
 }
diff --git a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
index 4f748b8f..da0bd819 100644
--- a/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
+++ b/depthai_ros_driver/src/dai_nodes/sensors/sensor_wrapper.cpp
@@ -4,6 +4,7 @@
 #include "depthai/pipeline/Pipeline.hpp"
 #include "depthai/pipeline/node/XLinkIn.hpp"
 #include "depthai_bridge/ImageConverter.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/nn_wrapper.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/mono.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/rgb.hpp"
@@ -53,6 +54,9 @@ SensorWrapper::SensorWrapper(const std::string& daiNodeName,
         }
         RCLCPP_DEBUG(node->get_logger(), "Node %s has sensor %s", daiNodeName.c_str(), sensorName.c_str());
         sensorData = *sensorIt;
+        if(device->getDeviceName() == "OAK-D-SR") {
+            (*sensorIt).color = true;  // ov9282 is color sensor in this case
+        }
         if((*sensorIt).color) {
             sensorNode = std::make_unique<RGB>(daiNodeName, node, pipeline, socket, (*sensorIt), publish);
         } else {
@@ -63,6 +67,10 @@ SensorWrapper::SensorWrapper(const std::string& daiNodeName,
         featureTrackerNode = std::make_unique<FeatureTracker>(daiNodeName + std::string("_feature_tracker"), node, pipeline);
         sensorNode->link(featureTrackerNode->getInput());
     }
+    if(ph->getParam<bool>("i_enable_nn")) {
+        nnNode = std::make_unique<NNWrapper>(daiNodeName + std::string("_nn"), node, pipeline, static_cast<dai::CameraBoardSocket>(socketID));
+        sensorNode->link(nnNode->getInput(), static_cast<int>(link_types::RGBLinkType::preview));
+    }
     RCLCPP_DEBUG(node->get_logger(), "Base node %s created", daiNodeName.c_str());
 }
 SensorWrapper::~SensorWrapper() = default;
@@ -96,6 +104,9 @@ void SensorWrapper::setupQueues(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_enable_feature_tracker")) {
         featureTrackerNode->setupQueues(device);
     }
+    if(ph->getParam<bool>("i_enable_nn")) {
+        nnNode->setupQueues(device);
+    }
 }
 void SensorWrapper::closeQueues() {
     if(ph->getParam<bool>("i_simulate_from_topic")) {
@@ -107,6 +118,9 @@ void SensorWrapper::closeQueues() {
     if(ph->getParam<bool>("i_enable_feature_tracker")) {
         featureTrackerNode->closeQueues();
     }
+    if(ph->getParam<bool>("i_enable_nn")) {
+        nnNode->closeQueues();
+    }
 }
 
 void SensorWrapper::link(dai::Node::Input in, int linkType) {
diff --git a/depthai_ros_driver/src/dai_nodes/stereo.cpp b/depthai_ros_driver/src/dai_nodes/stereo.cpp
index 87cb98c3..cca801d5 100644
--- a/depthai_ros_driver/src/dai_nodes/stereo.cpp
+++ b/depthai_ros_driver/src/dai_nodes/stereo.cpp
@@ -9,6 +9,8 @@
 #include "depthai/pipeline/node/VideoEncoder.hpp"
 #include "depthai/pipeline/node/XLinkOut.hpp"
 #include "depthai_bridge/ImageConverter.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/nn_helpers.hpp"
+#include "depthai_ros_driver/dai_nodes/nn/spatial_nn_wrapper.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/feature_tracker.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_helpers.hpp"
 #include "depthai_ros_driver/dai_nodes/sensors/sensor_wrapper.hpp"
@@ -30,7 +32,11 @@ Stereo::Stereo(const std::string& daiNodeName,
     RCLCPP_DEBUG(node->get_logger(), "Creating node %s", daiNodeName.c_str());
     setNames();
     ph = std::make_unique<param_handlers::StereoParamHandler>(node, daiNodeName);
-    ph->updateSocketsFromParams(leftSocket, rightSocket);
+    auto alignSocket = dai::CameraBoardSocket::CAM_A;
+    if(device->getDeviceName() == "OAK-D-SR") {
+        alignSocket = dai::CameraBoardSocket::CAM_C;
+    }
+    ph->updateSocketsFromParams(leftSocket, rightSocket, alignSocket);
     auto features = device->getConnectedCameraFeatures();
     for(auto f : features) {
         if(f.socket == leftSocket) {
@@ -52,6 +58,20 @@ Stereo::Stereo(const std::string& daiNodeName,
     setXinXout(pipeline);
     left->link(stereoCamNode->left);
     right->link(stereoCamNode->right);
+
+    if(ph->getParam<bool>("i_enable_spatial_nn")) {
+        if(ph->getParam<std::string>("i_spatial_nn_source") == "left") {
+            nnNode = std::make_unique<SpatialNNWrapper>(getName() + "_spatial_nn", getROSNode(), pipeline, leftSensInfo.socket);
+            left->link(nnNode->getInput(static_cast<int>(dai_nodes::nn_helpers::link_types::SpatialNNLinkType::input)),
+                       static_cast<int>(dai_nodes::link_types::RGBLinkType::preview));
+        } else {
+            nnNode = std::make_unique<SpatialNNWrapper>(getName() + "_spatial_nn", getROSNode(), pipeline, rightSensInfo.socket);
+            right->link(nnNode->getInput(static_cast<int>(dai_nodes::nn_helpers::link_types::SpatialNNLinkType::input)),
+                        static_cast<int>(dai_nodes::link_types::RGBLinkType::preview));
+        }
+        stereoCamNode->depth.link(nnNode->getInput(static_cast<int>(dai_nodes::nn_helpers::link_types::SpatialNNLinkType::inputDepth)));
+    }
+
     RCLCPP_DEBUG(node->get_logger(), "Node %s created", daiNodeName.c_str());
 }
 Stereo::~Stereo() = default;
@@ -330,6 +350,9 @@ void Stereo::setupQueues(std::shared_ptr<dai::Device> device) {
     if(ph->getParam<bool>("i_right_rect_enable_feature_tracker")) {
         featureTrackerRightR->setupQueues(device);
     }
+    if(ph->getParam<bool>("i_enable_spatial_nn")) {
+        nnNode->setupQueues(device);
+    }
 }
 void Stereo::closeQueues() {
     left->closeQueues();
@@ -354,6 +377,9 @@ void Stereo::closeQueues() {
     if(ph->getParam<bool>("i_right_rect_enable_feature_tracker")) {
         featureTrackerRightR->closeQueues();
     }
+    if(ph->getParam<bool>("i_enable_spatial_nn")) {
+        nnNode->closeQueues();
+    }
 }
 
 void Stereo::link(dai::Node::Input in, int /*linkType*/) {
diff --git a/depthai_ros_driver/src/param_handlers/camera_param_handler.cpp b/depthai_ros_driver/src/param_handlers/camera_param_handler.cpp
index 459406f2..097b57f9 100644
--- a/depthai_ros_driver/src/param_handlers/camera_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/camera_param_handler.cpp
@@ -35,6 +35,7 @@ void CameraParamHandler::declareParams() {
     declareAndLogParam<std::string>("i_external_calibration_path", "");
     declareAndLogParam<int>("i_laser_dot_brightness", 800, getRangedIntDescriptor(0, 1200));
     declareAndLogParam<int>("i_floodlight_brightness", 0, getRangedIntDescriptor(0, 1500));
+    declareAndLogParam<bool>("i_restart_on_diagnostics_error", false);
 
     declareAndLogParam<bool>("i_publish_tf_from_calibration", false);
     declareAndLogParam<std::string>("i_tf_camera_name", getROSNode()->get_name());
diff --git a/depthai_ros_driver/src/param_handlers/nn_param_handler.cpp b/depthai_ros_driver/src/param_handlers/nn_param_handler.cpp
index 4645091d..97be2b69 100644
--- a/depthai_ros_driver/src/param_handlers/nn_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/nn_param_handler.cpp
@@ -3,6 +3,7 @@
 #include <fstream>
 
 #include "ament_index_cpp/get_package_share_directory.hpp"
+#include "depthai-shared/common/CameraBoardSocket.hpp"
 #include "depthai/pipeline/node/DetectionNetwork.hpp"
 #include "depthai/pipeline/node/ImageManip.hpp"
 #include "depthai/pipeline/node/NeuralNetwork.hpp"
@@ -15,12 +16,13 @@
 namespace depthai_ros_driver {
 namespace param_handlers {
 
-NNParamHandler::NNParamHandler(rclcpp::Node* node, const std::string& name) : BaseParamHandler(node, name) {
+NNParamHandler::NNParamHandler(rclcpp::Node* node, const std::string& name, const dai::CameraBoardSocket& socket) : BaseParamHandler(node, name) {
     nnFamilyMap = {
         {"segmentation", nn::NNFamily::Segmentation},
         {"mobilenet", nn::NNFamily::Mobilenet},
         {"YOLO", nn::NNFamily::Yolo},
     };
+    declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket));
 }
 NNParamHandler::~NNParamHandler() = default;
 nn::NNFamily NNParamHandler::getNNFamily() {
diff --git a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
index 0109fec1..5b168899 100644
--- a/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/sensor_param_handler.cpp
@@ -28,6 +28,7 @@ void SensorParamHandler::declareCommonParams(dai::CameraBoardSocket socket) {
     socketID = static_cast<dai::CameraBoardSocket>(declareAndLogParam<int>("i_board_socket_id", static_cast<int>(socket), 0));
     declareAndLogParam<bool>("i_update_ros_base_time_on_ros_msg", false);
     declareAndLogParam<bool>("i_enable_feature_tracker", false);
+    declareAndLogParam<bool>("i_enable_nn", false);
     declareAndLogParam<bool>("i_enable_lazy_publisher", true);
     declareAndLogParam<bool>("i_add_exposure_offset", false);
     declareAndLogParam<int>("i_exposure_offset", 0);
@@ -99,9 +100,20 @@ void SensorParamHandler::declareParams(std::shared_ptr<dai::node::ColorCamera> c
     int height = colorCam->getResolutionHeight();
 
     colorCam->setInterleaved(declareAndLogParam<bool>("i_interleaved", false));
-    if(declareAndLogParam<bool>("i_set_isp_scale", true)) {
-        int num = declareAndLogParam<int>("i_isp_num", 2);
-        int den = declareAndLogParam<int>("i_isp_den", 3);
+
+    bool setIspScale = true;
+    if(sensor.defaultResolution != "1080P"
+       && sensor.defaultResolution != "1200P") {  // default disable ISP scaling since default resolution is not 1080P or 1200P
+        setIspScale = false;
+    }
+    if(declareAndLogParam<bool>("i_set_isp_scale", setIspScale)) {
+        int num = 2;
+        int den = 3;
+        if(sensor.defaultResolution == "1200P") {
+            den = 5;  // for improved performance
+        }
+        num = declareAndLogParam<int>("i_isp_num", num);
+        den = declareAndLogParam<int>("i_isp_den", den);
         width = (width * num + den - 1) / den;
         height = (height * num + den - 1) / den;
         colorCam->setIspScale(num, den);
diff --git a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
index 2ec0d1b2..f3ac9e7c 100644
--- a/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
+++ b/depthai_ros_driver/src/param_handlers/stereo_param_handler.cpp
@@ -39,9 +39,10 @@ StereoParamHandler::StereoParamHandler(rclcpp::Node* node, const std::string& na
 
 StereoParamHandler::~StereoParamHandler() = default;
 
-void StereoParamHandler::updateSocketsFromParams(dai::CameraBoardSocket& left, dai::CameraBoardSocket& right) {
+void StereoParamHandler::updateSocketsFromParams(dai::CameraBoardSocket& left, dai::CameraBoardSocket& right, dai::CameraBoardSocket& align) {
     int newLeftS = declareAndLogParam<int>("i_left_socket_id", static_cast<int>(left));
     int newRightS = declareAndLogParam<int>("i_right_socket_id", static_cast<int>(right));
+    alignSocket = static_cast<dai::CameraBoardSocket>(declareAndLogParam<int>("i_board_socket_id", static_cast<int>(align)));
     if(newLeftS != static_cast<int>(left) || newRightS != static_cast<int>(right)) {
         RCLCPP_WARN(getROSNode()->get_logger(), "Left or right socket changed, updating stereo node");
         RCLCPP_WARN(getROSNode()->get_logger(), "Old left socket: %d, new left socket: %d", static_cast<int>(left), newLeftS);
@@ -78,14 +79,15 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
     declareAndLogParam<bool>("i_right_rect_enable_feature_tracker", false);
     declareAndLogParam<bool>("i_right_rect_add_exposure_offset", false);
     declareAndLogParam<int>("i_right_rect_exposure_offset", 0);
+    declareAndLogParam<bool>("i_enable_spatial_nn", false);
+    declareAndLogParam<std::string>("i_spatial_nn_source", "right");
 
     stereo->setLeftRightCheck(declareAndLogParam<bool>("i_lr_check", true));
     int width = 1280;
     int height = 720;
-    auto socket = static_cast<dai::CameraBoardSocket>(declareAndLogParam<int>("i_board_socket_id", static_cast<int>(dai::CameraBoardSocket::CAM_A)));
     std::string socketName;
     if(declareAndLogParam<bool>("i_align_depth", true)) {
-        socketName = utils::getSocketName(socket);
+        socketName = utils::getSocketName(alignSocket);
         try {
             width = getROSNode()->get_parameter(socketName + ".i_width").as_int();
             height = getROSNode()->get_parameter(socketName + ".i_height").as_int();
@@ -93,7 +95,7 @@ void StereoParamHandler::declareParams(std::shared_ptr<dai::node::StereoDepth> s
             RCLCPP_ERROR(getROSNode()->get_logger(), "%s parameters not set, defaulting to 1280x720 unless specified otherwise.", socketName.c_str());
         }
         declareAndLogParam<std::string>("i_socket_name", socketName);
-        stereo->setDepthAlign(socket);
+        stereo->setDepthAlign(alignSocket);
     }
 
     if(declareAndLogParam<bool>("i_set_input_size", false)) {
diff --git a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
index b26e6039..cc28adc1 100644
--- a/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
+++ b/depthai_ros_driver/src/pipeline/pipeline_generator.cpp
@@ -55,12 +55,12 @@ std::string PipelineGenerator::validatePipeline(rclcpp::Node* node, const std::s
     auto pType = utils::getValFromMap(typeStr, pipelineTypeMap);
     if(sensorNum == 1) {
         if(pType != PipelineType::RGB) {
-            RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only one sensor. Switching to RGB.");
+            RCLCPP_ERROR(node->get_logger(), "Invalid pipeline chosen for camera as it has only one sensor. Switching to RGB.");
             return "RGB";
         }
     } else if(sensorNum == 2) {
         if(pType != PipelineType::Stereo && pType != PipelineType::Depth) {
-            RCLCPP_ERROR(node->get_logger(), "Wrong pipeline chosen for camera as it has only stereo pair. Switching to Depth.");
+            RCLCPP_ERROR(node->get_logger(), "Invalid pipeline chosen for camera as it has only stereo pair. Switching to Depth.");
             return "DEPTH";
         }
     }