Packaged version of the DeepSort repository
Project description
DeepSort-Pip: Packaged version of the DeepSort repository
Overview
This repo is a packaged version of the DeepSort algorithm.
Installation
pip install deepsort
Detection Model + DeepSort
from deepsort.tracker import DeepSortTracker
tracker = DeepSortTracker(args)
for image in images:
dets = detector(image)
online_targets = tracker.update(dets)
Citation
@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}
}
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Source Distribution
deepsort-0.0.5.tar.gz
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