Awesome
Trackron
A Unified Tracking Repository
<img src="demo/mot.gif" width="600"/> <img src="demo/sot.gif" width="600"/>Features
- Distributed Training and Inference for both SOT and MOT tasks
- Integrated Popular SOT and MOT methods and evaluation benchmarks
Installation
See INSTALL.md
SOT
We have implemented several SOT methods (DiMP, SiamRPN, Stark) in this repo and support popular benchmark datasets (OTB, LaSOT, GOT10k, TrackingNet) for evaluation. For more information, see SOT_README.md
MOT
We have implemented TransTrack, FairMOT, and ByteTrack for MOT evaluation. For more information, see MOT_README.md
Models
All models can be downloaded from google drive
Acknowlegements
A large part of code in current repo is borrowd from Detectron, PyTracking, TransTrack, ByteTrack Libraries. Many thanks for their wonderful works.