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Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification

This repo is an official implementation of Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-identification. This repo is largely based on SpCL. Many thanks to Yixiao Ge. https://github.com/yxgeee/SpCL/tree/master/spcl

Requirements

Please make ensure the install the dependencies from SpCL.

Installation

python setup.py install

Testing the pretrained models

Please refer to https://github.com/AnomoyousCodeReleaser/HCD

Training the model

sh demo.sh

Trained Models

You can download models in the paper from Google Drive.

Citation

@inproceedings{zheng2021online,
  title={Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification},
  author={Zheng, Yi and Tang, Shixiang and Teng, Guolong and Ge, Yixiao and Liu, Kaijian and Qin, Jing and Qi, Donglian and Chen, Dapeng},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={8371--8381},
  year={2021}
}