https://github.com/kadirnar/deepsort-pip
DeepSort-Pip: Packaged version of the DeepSort repository
https://github.com/kadirnar/deepsort-pip
deepsort object-detection object-tracking sort tracker
Last synced: about 15 hours ago
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DeepSort-Pip: Packaged version of the DeepSort repository
- Host: GitHub
- URL: https://github.com/kadirnar/deepsort-pip
- Owner: kadirnar
- License: mit
- Created: 2022-11-19T12:30:48.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2022-11-20T18:52:14.000Z (about 3 years ago)
- Last Synced: 2025-08-24T01:55:01.881Z (6 months ago)
- Topics: deepsort, object-detection, object-tracking, sort, tracker
- Language: Python
- Homepage:
- Size: 6.52 MB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
DeepSort-Pip: Packaged version of the DeepSort repository
##
Overview
This repo is a packaged version of the [DeepSort](https://github.com/nwojke/deep_sort) algorithm.
### Installation
```
pip install deepsort
```
### Detection Model + DeepSort
```python
from deepsort.tracker import DeepSortTracker
tracker = DeepSortTracker(args)
for image in images:
dets = detector(image)
online_targets = tracker.update(dets)
```
### Citation
```bibtex
@inproceedings{Wojke2017simple,
title={Simple Online and Realtime Tracking with a Deep Association Metric},
author={Wojke, Nicolai and Bewley, Alex and Paulus, Dietrich},
booktitle={2017 IEEE International Conference on Image Processing (ICIP)},
year={2017},
pages={3645--3649},
organization={IEEE},
doi={10.1109/ICIP.2017.8296962}
}
@inproceedings{Wojke2018deep,
title={Deep Cosine Metric Learning for Person Re-identification},
author={Wojke, Nicolai and Bewley, Alex},
booktitle={2018 IEEE Winter Conference on Applications of Computer Vision (WACV)},
year={2018},
pages={748--756},
organization={IEEE},
doi={10.1109/WACV.2018.00087}
}
```