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Prune
Sphereface-model
LICENSE
README.md

README.md

Sphereface-Prune

Based on Caffe, Caffe's Python interface, the code realizes the compression and acceleration of face recognition model Sphereface.

Requirement

Caffe 1.0.0
Python 2.7.6
Caffe's interface for Python
Matplotlib 1.3.1
Numpy 1.13.1

Sphereface

Structure

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Train

Trained by CASIA-Webface dataset enter image description here

Test accuracy

10-folds cross validation by LFW dataset enter image description here

Prune

Sphereface-4

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Sphereface-10

Deal with the residual block in Sphereface-10

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Comparison

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References

SphereFace: Deep Hypersphere Embedding for Face Recognition
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression