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Vertical-Beach / ByteTrack-cpp

C++ implementation of ByteTrack that does not include an object detection algorithm.
MIT License
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Speed and benchmark question #12

Open MyraBaba opened 1 year ago

MyraBaba commented 1 year ago

Hi,

We have vehicle detection system which is running on the road intersection .

Every frame there is around 60- 90 objects. (20fps)

Can bytetrack handle this amount realtime ? we have 2 core free for this calculation.

Is there any benchmark for bytetrack object tracking per / sec or frame ?

Best

swdee commented 1 month ago

In my own tests, running the YOLO object detection results through ByteTrack only consumes 0.7ms per frame with around 70 objects in it. So its not even worth worrying about as the YOLO inference time is exponentially larger, even annotating/drawing on the frames with object detection details takes longer.