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ByteTracker
kadirnar/ByteTracker
ByteTracker is a object detection model from kadirnar. Use it when you need objects located in an image. The card lists the license as mit.
ByteTrack: Multi-Object Tracking by Associating Every Detection Box <img src="https://raw.githubusercontent.com/ifzhang/ByteTrack/main/assets/sota.png" width="500"/
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Public
Updated Jan 25, 2023
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At a glance
- Task
- Object Detection
- License
- mit
- Access
- Public
- Created
- Jan 25, 2023
- Updated
- Jan 25, 2023
- SHA
- c17d4e5f
Spaces
Model card
From the Hugging Face model README
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}
}
- Task
- Object Detection
- License
- mit
- Created
- Jan 25, 2023
- Updated
- Jan 25, 2023