Classifier or Embedding

clcarwin / sphereface_pytorch

A PyTorch Implementation of SphereFace.

MIT License

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Classifier or Embedding #27

Open justusschock opened 6 years ago

justusschock commented 6 years ago

Hi @clcarwin , your code seems to train a classifier. Is there any possibility only to train an embedding for later recognition of unseen persons with just a little modification of your code?

clcarwin commented 6 years ago

Using fc5 as embedding is just ok. AngleLoss can reserve many many gaps in 512 high-dimensional space. Maybe unseen persons will be projected to the gap.

VeronikaYu commented 6 years ago

Hi @justusschock @clcarwin ! Can you please provide more details about how to use the AngleLoss with embedding for solving recognition problem?