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Capture and display video from either IP CAM, USB webcam, or the Tegra X2/X1 onboard camera.
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# -------------------------------------------------------- | |
# Camera sample code for Tegra X2/X1 | |
# | |
# This program could capture and display video from | |
# IP CAM, USB webcam, or the Tegra onboard camera. | |
# Refer to the following blog post for how to set up | |
# and run the code: | |
# https://jkjung-avt.github.io/tx2-camera-with-python/ | |
# | |
# Written by JK Jung <[email protected]> | |
# -------------------------------------------------------- | |
import sys | |
import argparse | |
import subprocess | |
import cv2 | |
WINDOW_NAME = 'CameraDemo' | |
def parse_args(): | |
# Parse input arguments | |
desc = 'Capture and display live camera video on Jetson TX2/TX1' | |
parser = argparse.ArgumentParser(description=desc) | |
parser.add_argument('--rtsp', dest='use_rtsp', | |
help='use IP CAM (remember to also set --uri)', | |
action='store_true') | |
parser.add_argument('--uri', dest='rtsp_uri', | |
help='RTSP URI, e.g. rtsp://192.168.1.64:554', | |
default=None, type=str) | |
parser.add_argument('--latency', dest='rtsp_latency', | |
help='latency in ms for RTSP [200]', | |
default=200, type=int) | |
parser.add_argument('--usb', dest='use_usb', | |
help='use USB webcam (remember to also set --vid)', | |
action='store_true') | |
parser.add_argument('--vid', dest='video_dev', | |
help='device # of USB webcam (/dev/video?) [1]', | |
default=1, type=int) | |
parser.add_argument('--width', dest='image_width', | |
help='image width [1920]', | |
default=1920, type=int) | |
parser.add_argument('--height', dest='image_height', | |
help='image height [1080]', | |
default=1080, type=int) | |
args = parser.parse_args() | |
return args | |
def open_cam_rtsp(uri, width, height, latency): | |
gst_str = ('rtspsrc location={} latency={} ! ' | |
'rtph264depay ! h264parse ! omxh264dec ! ' | |
'nvvidconv ! ' | |
'video/x-raw, width=(int){}, height=(int){}, ' | |
'format=(string)BGRx ! ' | |
'videoconvert ! appsink').format(uri, latency, width, height) | |
return cv2.VideoCapture(gst_str, cv2.CAP_GSTREAMER) | |
def open_cam_usb(dev, width, height): | |
# We want to set width and height here, otherwise we could just do: | |
# return cv2.VideoCapture(dev) | |
gst_str = ('v4l2src device=/dev/video{} ! ' | |
'video/x-raw, width=(int){}, height=(int){} ! ' | |
'videoconvert ! appsink').format(dev, width, height) | |
return cv2.VideoCapture(gst_str, cv2.CAP_GSTREAMER) | |
def open_cam_onboard(width, height): | |
gst_elements = str(subprocess.check_output('gst-inspect-1.0')) | |
if 'nvcamerasrc' in gst_elements: | |
# On versions of L4T prior to 28.1, add 'flip-method=2' into gst_str | |
gst_str = ('nvcamerasrc ! ' | |
'video/x-raw(memory:NVMM), ' | |
'width=(int)2592, height=(int)1458, ' | |
'format=(string)I420, framerate=(fraction)30/1 ! ' | |
'nvvidconv ! ' | |
'video/x-raw, width=(int){}, height=(int){}, ' | |
'format=(string)BGRx ! ' | |
'videoconvert ! appsink').format(width, height) | |
elif 'nvarguscamerasrc' in gst_elements: | |
gst_str = ('nvarguscamerasrc ! ' | |
'video/x-raw(memory:NVMM), ' | |
'width=(int)1920, height=(int)1080, ' | |
'format=(string)NV12, framerate=(fraction)30/1 ! ' | |
'nvvidconv flip-method=2 ! ' | |
'video/x-raw, width=(int){}, height=(int){}, ' | |
'format=(string)BGRx ! ' | |
'videoconvert ! appsink').format(width, height) | |
else: | |
raise RuntimeError('onboard camera source not found!') | |
return cv2.VideoCapture(gst_str, cv2.CAP_GSTREAMER) | |
def open_window(width, height): | |
cv2.namedWindow(WINDOW_NAME, cv2.WINDOW_NORMAL) | |
cv2.resizeWindow(WINDOW_NAME, width, height) | |
cv2.moveWindow(WINDOW_NAME, 0, 0) | |
cv2.setWindowTitle(WINDOW_NAME, 'Camera Demo for Jetson TX2/TX1') | |
def read_cam(cap): | |
show_help = True | |
full_scrn = False | |
help_text = '"Esc" to Quit, "H" for Help, "F" to Toggle Fullscreen' | |
font = cv2.FONT_HERSHEY_PLAIN | |
while True: | |
if cv2.getWindowProperty(WINDOW_NAME, 0) < 0: | |
# Check to see if the user has closed the window | |
# If yes, terminate the program | |
break | |
_, img = cap.read() # grab the next image frame from camera | |
if show_help: | |
cv2.putText(img, help_text, (11, 20), font, | |
1.0, (32, 32, 32), 4, cv2.LINE_AA) | |
cv2.putText(img, help_text, (10, 20), font, | |
1.0, (240, 240, 240), 1, cv2.LINE_AA) | |
cv2.imshow(WINDOW_NAME, img) | |
key = cv2.waitKey(10) | |
if key == 27: # ESC key: quit program | |
break | |
elif key == ord('H') or key == ord('h'): # toggle help message | |
show_help = not show_help | |
elif key == ord('F') or key == ord('f'): # toggle fullscreen | |
full_scrn = not full_scrn | |
if full_scrn: | |
cv2.setWindowProperty(WINDOW_NAME, cv2.WND_PROP_FULLSCREEN, | |
cv2.WINDOW_FULLSCREEN) | |
else: | |
cv2.setWindowProperty(WINDOW_NAME, cv2.WND_PROP_FULLSCREEN, | |
cv2.WINDOW_NORMAL) | |
def main(): | |
args = parse_args() | |
print('Called with args:') | |
print(args) | |
print('OpenCV version: {}'.format(cv2.__version__)) | |
if args.use_rtsp: | |
cap = open_cam_rtsp(args.rtsp_uri, | |
args.image_width, | |
args.image_height, | |
args.rtsp_latency) | |
elif args.use_usb: | |
cap = open_cam_usb(args.video_dev, | |
args.image_width, | |
args.image_height) | |
else: # by default, use the Jetson onboard camera | |
cap = open_cam_onboard(args.image_width, | |
args.image_height) | |
if not cap.isOpened(): | |
sys.exit('Failed to open camera!') | |
open_window(args.image_width, args.image_height) | |
read_cam(cap) | |
cap.release() | |
cv2.destroyAllWindows() | |
if __name__ == '__main__': | |
main() |
Do you have any idea about known issues of opencv 4.1.1 with gstreamer. If i run the image capture for 5 seconds in a thread the pipeline closes fine and if ran for a large number of seconds, it just stays and does not closes.
Sorry. It does not ring a bell for me.
Thanks for the quick response
…On Thu, Dec 2, 2021 at 8:20 AM JK Jung ***@***.***> wrote:
***@***.**** commented on this gist.
------------------------------
Do you have any idea about known issues of opencv 4.1.1 with gstreamer. If
i run the image capture for 5 seconds in a thread the pipeline closes fine
and if ran for a large number of seconds, it just stays and does not closes.
Sorry. It does not ring a bell for me.
—
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--
Best Regards
Nitesh Gaba
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@jkjung-avt : Thanks for the links. Do you have any idea about known issues of opencv 4.1.1 with gstreamer. If i run the image capture for 5 seconds in a thread the pipeline closes fine and if ran for a large number of seconds, it just stays and does not closes.