How to load external video or webcam feed and process it on device side

[asagar60]

I am trying an experiment, where i can verify the results of device side models ( old and new, such as head pose estimation model ). To verify if new models are working correctly with the existing pipelines using blob file and the inference speed, I wanted to know if there is any way where I can use external video or webcam feed and process it on device side instead of host side.

Thanks

[Erol444]

Hi @asagar60 ,
We have an example here:
https://docs.luxonis.com/projects/api/en/latest/samples/MobileNet/video_mobilenet/#video-mobilenetssd
If you want to reconstruct stereo depth as well, I'd recommend using Replay module:
https://docs.luxonis.com/projects/sdk/en/latest/features/replaying/

I hope this helps!