Streaming three 720p videos with YOLOv5 and ByteTrack tracking

I have put together a demo using the Rock 5B which streams three 720p @ 30 FPS videos with YOLOv5s object detection and ByteTrack tracking. This demo is near the limit of the 5B’s capabilities, attempting to add a fourth stream overloads the system and video starts to drop frames and becomes laggy.

https://youtu.be/M6mvHTNQZqM

Source code for the demo and further details available here

2 Likes

@3djelly

Nice demo