diff --git a/.gitignore b/.gitignore
index 4df31e5..97d70b4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -159,4 +159,5 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+outputs/
 
diff --git a/examples/pose_detection.py b/examples/pose_detection.py
new file mode 100644
index 0000000..a2b485a
--- /dev/null
+++ b/examples/pose_detection.py
@@ -0,0 +1,33 @@
+"""Scan the scene using only the gripper camera, segment the scene with an
+image scene segmentation network, project the segmentations into a 3d
+pointcloud, and visualize the segmented pointcloud."""
+
+from spot_utils.controllers.startup import  DEFAULT_SPOT_IP, RobotClient
+from spot_utils.perception.capture import capture_rgbd, save_rgbd
+import bosdyn
+from bosdyn.client.image import ImageClient
+import os
+import time
+
+if __name__ == "__main__":
+
+    cameras = ["frontleft", "frontright"]
+    print("setting up robot")
+    bosdyn.client.util.setup_logging(False)
+    sdk = bosdyn.client.create_standard_sdk("RobotClient")
+    robot = sdk.create_robot(DEFAULT_SPOT_IP)
+    
+    bosdyn.client.util.authenticate(robot)
+    robot.time_sync.wait_for_sync()
+    
+    save_dir = "./outputs_ood"
+    os.makedirs(save_dir, exist_ok=True)
+
+    while(True):
+        input("Capture image?")
+        time_str = str(time.time())
+        for camera_name in cameras:
+            image_client = robot.ensure_client(ImageClient.default_service_name)
+            robot_client = RobotClient(robot=robot, sdk=sdk, image_client=image_client)
+            rgbd = capture_rgbd(robot_client, camera=camera_name)
+            save_rgbd(rgbd=rgbd, save_name=time_str, save_dir=os.path.join(save_dir, camera_name))
\ No newline at end of file
diff --git a/spot_utils/controllers/startup.py b/spot_utils/controllers/startup.py
index 603db0c..8e390b5 100644
--- a/spot_utils/controllers/startup.py
+++ b/spot_utils/controllers/startup.py
@@ -8,7 +8,6 @@
 from bosdyn.client.manipulation_api_client import ManipulationApiClient
 from bosdyn.client.robot_command import RobotCommandClient
 from bosdyn.client.robot_state import RobotStateClient
-
 from spot_utils.structures.robot import RobotClient
 
 DEFAULT_SPOT_IP = "192.168.80.3"
diff --git a/spot_utils/perception/capture.py b/spot_utils/perception/capture.py
index b008baa..a572eef 100644
--- a/spot_utils/perception/capture.py
+++ b/spot_utils/perception/capture.py
@@ -11,6 +11,10 @@
 
 from spot_utils.structures.image import DepthImage, Intrinsics, RGBDImage, RGBImage
 from spot_utils.structures.robot import RobotClient
+from PIL import Image as pImage
+import os
+import pickle
+import time
 
 CAMERAS = ["frontleft", "frontright", "left", "right", "back", "hand"]
 
@@ -113,3 +117,33 @@ def capture_rgbd(
     )
 
     return rgbd
+
+def save_rgbd(rgbd:RGBDImage, save_name:str, save_dir:str):
+
+    
+    rgb_path = os.path.join(save_dir, "rgb", f"{time_str}.png")
+    rgb_im = pImage.fromarray(rgbd.rgb)
+    os.makedirs(os.path.dirname(rgb_path), exist_ok = True)
+    rgb_im.save(rgb_path)
+
+    depth_path = os.path.join(save_dir, "depth", f"{time_str}.png")
+    depth_im = pImage.fromarray(rgbd.depth)
+    os.makedirs( os.path.dirname(depth_path) , exist_ok = True)
+    depth_im.save(depth_path)
+
+    other_data = {
+        "frame": rgbd.frame.to_matrix(),
+        "depth_scale": rgbd.depth_scale,
+        "intrinsics": rgbd.intrinsics
+    }
+
+    data_path = os.path.join(save_dir, "data", f"{time_str}.pkl")
+    os.makedirs(os.path.dirname(data_path), exist_ok = True)
+
+    with open(data_path, "wb") as f:
+        pickle.dump(other_data, f)
+
+    
+
+
+
diff --git a/spot_utils/structures/robot.py b/spot_utils/structures/robot.py
index c5e2341..9fbd960 100644
--- a/spot_utils/structures/robot.py
+++ b/spot_utils/structures/robot.py
@@ -18,11 +18,11 @@ class RobotClient:
 
     robot: Robot
     sdk: Sdk
-    state_client: RobotStateClient
-    command_client: RobotCommandClient
-    image_client: ImageClient
-    manipulation_client: ManipulationApiClient
-    lease_keepalive: LeaseKeepAlive
+    state_client: RobotStateClient = None
+    command_client: RobotCommandClient = None
+    image_client: ImageClient = None
+    manipulation_client: ManipulationApiClient = None
+    lease_keepalive: LeaseKeepAlive = None
 
 
 @dataclass