person_monitor/dependence/ByteTrack/deploy/TensorRT/python

ByteTrack-TensorRT in Python

Install TensorRT Toolkit

Please follow the TensorRT Installation Guide and torch2trt gitrepo to install TensorRT (Version 7 recommended) and torch2trt.

Convert model

You can convert the Pytorch model “bytetrack_s_mot17” to TensorRT model by running:

cd <ByteTrack_HOME>
python3 tools/trt.py -f tracker_exps/example/mot/yolox_s_mix_det.py -c pretrained/bytetrack_s_mot17.pth.tar

Run TensorRT demo

You can use the converted model_trt.pth to run TensorRT demo with 130 FPS:

cd <ByteTrack_HOME>
python3 tools/demo_track.py video -f tracker_exps/example/mot/yolox_s_mix_det.py --trt --save_result