Triplet-Learning

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%