https://github.com/kadirnar/bytetrack-pip
Packaged version of the ByteTrack repository
https://github.com/kadirnar/bytetrack-pip
bytetrack object-detection object-tracking tracker yolov5
Last synced: about 1 year ago
JSON representation
Packaged version of the ByteTrack repository
- Host: GitHub
- URL: https://github.com/kadirnar/bytetrack-pip
- Owner: kadirnar
- License: mit
- Created: 2022-11-18T14:29:39.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-03-20T18:38:22.000Z (over 3 years ago)
- Last Synced: 2025-03-27T00:22:40.733Z (over 1 year ago)
- Topics: bytetrack, object-detection, object-tracking, tracker, yolov5
- Language: Python
- Homepage:
- Size: 8.67 MB
- Stars: 46
- Watchers: 2
- Forks: 14
- Open Issues: 8
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
ByteTrack-Pip: Packaged version of the ByteTrack repository
##
Overview
This repo is a packaged version of the [ByteTrack](https://github.com/ifzhang/ByteTrack) algorithm.
### Installation
```
pip install bytetracker
```
### Detection Model + ByteTrack
```python
from bytetracker import BYTETracker
tracker = BYTETracker(args)
for image in images:
dets = detector(image)
online_targets = tracker.update(dets)
```
### Reference:
- [Yolov5-Pip](https://github.com/fcakyon/yolov5-pip)
- [ByteTrack](https://github.com/ifzhang/ByteTrack)
### Citation
```bibtex
@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}
}
```