Tracking Code for the winner of track1 in MMP-Trakcing challenge
This repository contains our tracking code for the Multi-camera Multiple People Tracking (MMP-Tracking) Challenge at ICCV 2021 Workshop.
1. Environment setup
This tracking code has been tested on Python 3.7.6, Pytorch 1.5.1, CUDA 10.1, please install related libraries before running this code:
pip install -r requirements.txt pip install torch==1.5.1+cu101 torchvision==0.6.1+cu101 -f https://download.pytorch.org/whl/torch_stable.html
We provide the detection results on the test split in yolox_baseline.zip and yolox_finetune.zip. They should be extracted first.
Run the following script to reproduce our tracking results.
We use YOLOX to train our detection model. Some code from deep_sort, FairMOT, and tao.