All Projects → kentaroy47 → MetricLearning-mnist-pytorch

kentaroy47 / MetricLearning-mnist-pytorch

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Playground of Metric Learning with MNIST @pytorch. We provide ArcFace, CosFace, SphereFace, CircleLoss and visualization.

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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

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