Unofficial implementation of Proxy Anchor Loss for Deep Metric Learning

Proxy Anchor Loss for Deep Metric Learning

Unofficial pytorch, tensorflow and mxnet implementations of Proxy Anchor Loss for Deep Metric Learning.

Note

• official pytorch codes: https://github.com/tjddus9597/Proxy-Anchor-CVPR2020

TODO list

• pytorch version
• tensorflow version
• mxnet version

Overview

Results

CARS196

• red one => proxy anchor loss
• blue one => norm softmax

Reference

@inproceedings{kim2020proxy,
  title={Proxy Anchor Loss for Deep Metric Learning},
  author={Kim, Sungyeon and Kim, Dongwon and Cho, Minsu and Kwak, Suha},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2020}
}