Model Description

ByteTrack: Multi-Object Tracking by Associating Every Detection Box <img src="https://raw.githubusercontent.com/ifzhang/ByteTrack/main/assets/sota.png" width="500"/>

Installation

pip install bytetracker

Tracker

from bytetracker import BYTETracker

tracker = BYTETracker(args)
for image in images:
   dets = detector(image)
   online_targets = tracker.update(dets)

BibTeX Entry and Citation Info

@article{zhang2022bytetrack,
 title={ByteTrack: Multi-Object Tracking by Associating Every Detection Box},
 author={Zhang, Yifu and Sun, Peize and Jiang, Yi and Yu, Dongdong and Weng, Fucheng and Yuan, Zehuan and Luo, Ping and Liu, Wenyu and Wang, Xinggang},
 booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
 year={2022}
}