Part-Aligned Bilinear Representations for Person Re-identification

Yumin Suh, Jingdong Wang, Siyu Tang, Tao Mei, and Kyoung Mu Lee. “Part-Aligned Bilinear Representations for Person Re-Identification”, Proceedings of the European Conference on Computer Vision (ECCV), 2018. (paper)

@InProceedings{suh_eccv18,
author = {Yumin Suh and Jingdong Wang and Siyu Tang and Tao Mei and Kyoung Mu Lee},
title = {Part-Aligned Bilinear Representations for Person Re-Identification},
booktitle = {European Conference on Computer Vision (ECCV)},
year = {2018}
}

Our paper is firstly implemented in caffe and reimplemented in pytorch. Minor details have been changed

Contact: Yumin Suh ([email protected])

Prerequisite

• Pytorch 0.4

Acknowledgement

• This code is modified from the original code https://github.com/Cysu/open_reid

Usage

• Run train_market1501.sh to train a model on the Market-1501 dataset

• Run eval_market1501.sh to evaluate

• Run train_dukemtmc.sh to train a model on the DukeMTMC dataset

• Run eval_dukemtmc.sh to evaluate