Trackron

A Unified Tracking Repository

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.