surveillance_monitoring/dependence/ByteTrack/deploy/ONNXRuntime

ByteTrack-ONNXRuntime in Python

This doc introduces how to convert your pytorch model into onnx, and how to run an onnxruntime demo to verify your convertion.

Convert Your Model to ONNX

cd <ByteTrack_HOME>
python3 tools/export_onnx.py --output-name bytetrack_s.onnx -f tracker_exps/example/mot/yolox_s_mix_det.py -c pretrained/bytetrack_s_mot17.pth.tar

ONNXRuntime Demo

You can run onnx demo with 16 FPS (96-core Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz):

cd <ByteTrack_HOME>/deploy/ONNXRuntime
python3 onnx_inference.py