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jake_multicam.py
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"""
Simple python script to run two ZED cameras at the same time with the same settings.
Author: Jacob Bringham, Matthew Dim, Amber Oliver, Jacob McClaskey
"""
import cv2
import sys
import pyzed.sl as sl
import ogl_viewer.viewer as gl
import cv_viewer.tracking_viewer as cv_viewer
import sys
import numpy as np
# TODO: Put source website
res_settings = {
2000: sl.RESOLUTION.HD2K,
1080: sl.RESOLUTION.HD1080,
720: sl.RESOLUTION.HD720,
672: sl.RESOLUTION.VGA
}
fps_settings = {
sl.RESOLUTION.HD2K: [15],
sl.RESOLUTION.HD1080: [15, 30],
sl.RESOLUTION.HD720: [15, 30, 60],
sl.RESOLUTION.VGA: [15, 30, 60, 100]
}
def print_camera_information(cam):
# print( dir(cam) )
print( cam.get_camera_information().serial_number )
# print("Resolution: {0} {1}".format( round(cam.get_resolution().width, 2), cam.get_resolution().height) )
# print("FPS: {0}".format( cam.get_camera_fps() ))
# print("Serial Number: {0}".format(cam.get_camera_information().serial_number) )
def usage():
print(f"{sys.argv[0]} <resolution> <fps>\n")
print(f"Resolutions: ")
for key in res_settings.keys():
print(f" {key} FPS: {fps_settings[res_settings[key]]}")
if __name__ == "__main__":
if len(sys.argv) != 3:
usage()
exit(-1)
res = int(sys.argv[1])
fps = int(sys.argv[2])
if res not in res_settings:
usage()
exit(-1)
if fps not in fps_settings[res]:
usage()
exit(-1)
devices = sl.Camera.get_device_list()
device_number = len(devices)
print(f"I see {device_number} cameras!")
if device_number == 0:
print("No Cameras connected!")
exit (-1)
if device_number >= 1:
# Set camera settings (Cam 1)
init = sl.InitParameters()
init.camera_resolution = res_settings[res]
init.camera_fps = fps
init.set_from_serial_number(devices[0].serial_number)
init.coordinate_units = sl.UNIT.METER # Set coordinate units
init.depth_mode = sl.DEPTH_MODE.ULTRA
init.coordinate_system = sl.COORDINATE_SYSTEM.RIGHT_HANDED_Y_UP
cam1 = sl.Camera()
status = cam1.open(init)
# ZED Pose Tracking Cam 1
print_camera_information(cam1)
positional_tracking_parameters1 = sl.PositionalTrackingParameters()
cam1.enable_positional_tracking(positional_tracking_parameters1)
if device_number == 2:
# Set camera settings (Cam 2)
init = sl.InitParameters()
init.camera_resolution = res_settings[res]
init.camera_fps = fps
init.set_from_serial_number(devices[1].serial_number)
init.coordinate_units = sl.UNIT.METER # Set coordinate units
init.depth_mode = sl.DEPTH_MODE.ULTRA
init.coordinate_system = sl.COORDINATE_SYSTEM.RIGHT_HANDED_Y_UP
cam2 = sl.Camera()
status = cam2.open(init)
print_camera_information(cam2)
# ZED Pose Tracking Camera 2
positional_tracking_parameters2 = sl.PositionalTrackingParameters()
cam2.enable_positional_tracking(positional_tracking_parameters2)
if device_number > 2:
print("Additional devices detected, Please be aware of additional implementaiton required.")
# Show video feed
# Get ZED camera information
camera_info = cam1.get_camera_information()
# 2D viewer utilities
display_resolution = sl.Resolution(min(camera_info.camera_resolution.width, 1280), min(camera_info.camera_resolution.height, 720))
image_scale = [display_resolution.width / camera_info.camera_resolution.width
, display_resolution.height / camera_info.camera_resolution.height]
obj_param = sl.ObjectDetectionParameters()
obj_param.enable_body_fitting = True # Smooth skeleton move
obj_param.enable_tracking = True # Track people across images flow
obj_param.detection_model = sl.DETECTION_MODEL.HUMAN_BODY_FAST
obj_param.body_format = sl.BODY_FORMAT.POSE_18 # Choose the BODY_FORMAT you wish to use
if device_number >= 1:
cam1.enable_object_detection(obj_param)
obj_runtime_param1 = sl.ObjectDetectionRuntimeParameters()
obj_runtime_param1.detection_confidence_threshold = 40
if device_number == 2:
cam2.enable_object_detection(obj_param)
obj_runtime_param2 = sl.ObjectDetectionRuntimeParameters()
obj_runtime_param2.detection_confidence_threshold = 40
#bodies = sl.Objects() # Objects
# Create OpenGL viewer
# viewer = gl.GLViewer()
# viewer.init(camera_info.calibration_parameters.left_cam, obj_param.enable_tracking,obj_param.body_format)
# viewer.init(camera_info.calibration_parameters.left_cam, False, None)
# Create ZED objects filled in the main loop
bodies1 = sl.Objects()
bodies2 = sl.Objects()
image1 = sl.Mat()
image2 = sl.Mat()
#viewer = gl.GLViewer()
#viewer.init(camera_info.calibration_parameters.left_cam, obj_param.enable_tracking,obj_param.body_format)
while True:
# Grab an image
if cam1.grab() == sl.ERROR_CODE.SUCCESS and device_number >= 1:
# Retrieve left image
cam1.retrieve_image(image1, sl.VIEW.LEFT, sl.MEM.CPU, display_resolution)
#viewer.set_image(image_left_ocv)
# Pose Tracking - Object Detection
cam1.retrieve_objects(bodies1, obj_runtime_param1)
print(len(bodies2.object_list), " objects detected Camera 1.\n")
for body in bodies1.object_list:
print(body.position)
# viewer.update_view(image1, bodies1)
# Update OCV view
image_left_ocv = image1.get_data()
# 2D Rendering
cv_viewer.render_2D(image_left_ocv,image_scale,bodies1.object_list, obj_param.enable_tracking, obj_param.body_format)
cv2.imshow("ZED | 2D View", image_left_ocv)
cv2.waitKey(10)
print("==============================================================")
if device_number == 2 and cam2.grab() == sl.ERROR_CODE.SUCCESS:
# Retrieve left image
cam2.retrieve_image(image2, sl.VIEW.LEFT, sl.MEM.CPU, display_resolution)
cam2.retrieve_objects(bodies2, obj_runtime_param2)
print(len(bodies2.object_list), " objects detected Camera 2.\n")
for body in bodies2.object_list:
print(body.position)
# Update OCV view
image_left_ocv = image2.get_data()
# viewer.set_image(image_left_ocv)
cv_viewer.render_2D(image_left_ocv,image_scale,bodies2.object_list, obj_param.enable_tracking, obj_param.body_format)
cv2.imshow("ZED | 2D View | Second Camera", image_left_ocv)
cv2.waitKey(10)
viewer.exit()
# Disable modules and close camera
cam1.disable_object_detection()
cam1.disable_positional_tracking()
cam1.close()
if device_number == 2:
cam2.disable_object_detection()
cam2.disable_positional_tracking()
cam2.close()