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Python 3

Learning Shape Representations for Person Re-Identification under Clothing Change

This repository contains codes for WACV2021 CASE-Net

[Paper] Pytorch implementation for our WACV 2021 paper.

Prerequisites

Getting Started

Setup Dataset Root Directory

python setup.py --dataset-dir path/to/dataset

It will automatically generate a config.py under the current directory.

Script for train

sh train-main.sh

Setup for test (under code cleaning and construction)

sh test-main.sh

Acknowledgements

Our code is HEAVILY modified from DG-Net.

Citation

Please cite our paper if you find the code useful for your research.

@inproceedings{li2021learning,
  title={Learning shape representations for person re-identification under clothing change},
  author={Li, Yu-Jhe and Weng, Xinshuo and Kitani, Kris M},
  booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
  pages={2432--2441},
  year={2021}
}

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