bruinxiong / tf_angular_loss

Tensorflow Implementation of Deep Metric Learning with Angular Loss

Angular loss for deep metric learning

Tensorflow Implemenation of Deep Metric Learning with Angular Loss. https://arxiv.org/abs/1708.01682

NOTE:

• All classes in an input batch should be different.
• All embeddings should not be l2 normalized.
• When you guys use this angular loss with N-pair loss, let with_l2_reg be False. If not, let it be True.
• I implemented only an angular mc loss. triplet version will be updated.

Reference

@inproceedings{wang2017deep,
  title={Deep metric learning with angular loss},
  author={Wang, Jian and Zhou, Feng and Wen, Shilei and Liu, Xiao and Lin, Yuanqing},
  booktitle={2017 IEEE International Conference on Computer Vision (ICCV)},
  pages={2612--2620},
  year={2017},
  organization={IEEE}
}