Training code to reproduce FaceNet
Note: All changes was merged into https://github.com/cmusatyalab/openface. It is advice to use Original OpenFace code
Code for Learning the Triplet Based Network
Changes compared to OpenFace:
- add cudnn modules for Networks
- get idea of "margin" from Oxford (because of smaller batch and less data)
- speed up choosing triplets
- speed up learning ~3x by only doing one F/B pass of model (OpenFace have 4)
Results:
- on CASIA it get better results than original code, up to 88%.
- using Felix_V1(CASIA+FaceScrub) with some noise produce ~91%