MetricLearning with MNIST w/pytorch

try Metric Learning with MNIST!

This is a good read to understand metric learning.

https://www.kaggle.com/tanulsingh077/pytorch-metric-learning-pipeline-only-images

What is this repo?

We try various metric learning with MNIST dataset and visualize results with T-SNE.

Please see the each notebooks for the codes.

ArcFace

Please see: arcface.ipynb

CosFace

Please see: cosface.ipynb

SphereFace

See: sphereface.ipynb

CircleLoss (CVPR 2020)

Please see: circleloss.ipynb