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PyTorch Metric Learning

Computer Vision and Pattern Recognition 2020-08-24 v1 Machine Learning

Abstract

Deep metric learning algorithms have a wide variety of applications, but implementing these algorithms can be tedious and time consuming. PyTorch Metric Learning is an open source library that aims to remove this barrier for both researchers and practitioners. The modular and flexible design allows users to easily try out different combinations of algorithms in their existing code. It also comes with complete train/test workflows, for users who want results fast. Code and documentation is available at https://www.github.com/KevinMusgrave/pytorch-metric-learning.

Keywords

Cite

@article{arxiv.2008.09164,
  title  = {PyTorch Metric Learning},
  author = {Kevin Musgrave and Serge Belongie and Ser-Nam Lim},
  journal= {arXiv preprint arXiv:2008.09164},
  year   = {2020}
}

Comments

Code and documentation is available at https://www.github.com/KevinMusgrave/pytorch-metric-learning

R2 v1 2026-06-23T18:00:02.570Z