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GitHub - clcarwin/sphereface_pytorch: A PyTorch Implementation of SphereFace.

 6 years ago
source link: https://github.com/clcarwin/sphereface_pytorch
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SphereFace

A PyTorch Implementation of SphereFace. The code can be trained on CASIA-Webface and the best accuracy on LFW is 99.22%.

SphereFace: Deep Hypersphere Embedding for Face Recognition

Train

python train.py

# lfw.tgz to lfw.zip
tar zxf lfw.tgz; cd lfw; zip -r ../lfw.zip *; cd ..

# lfw evaluation
python lfw_eval.py --model model/sphere20a_20171020.pth

Pre-trained models

Model name LFW accuracy Training dataset
20171020 0.9922 CASIA-WebFace

References

sphereface


report

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