wmatrix / deepid2_caffe

deepid2 face verification base on caffe.

DeepID2_caffe and DeepID1_caffe face verification

DeepID2 code and DeepID1 code base on caffe. Download the newest caffe git and merge this git code in, build it.

| 2017/12/11 | Add deepid1 train_test and deploy prototxt; Add deeid2 deploy prototxt; the trained model on MsCelebV1-Faces-Aligned will coming soon; I have tried the deepid2 train_test_prototxt on lfw-aligned dataset.|

Network Struncture:

DeepID 1

DeepID 2

reference:

DeepID2:

https://github.com/wjgaas/DeepID2

http://www.miaoerduo.com/deep-learning/%E5%9F%BA%E4%BA%8Ecaffe%E7%9A%84deepid2%E5%AE%9E%E7%8E%B0%EF%BC%88%E4%B8%AD%EF%BC%89.html

DeepID1:

http://blog.csdn.net/real_myth/article/details/51241854

https://github.com/joyhuang9473/deepid-implementation

https://github.com/hqli/face_recognition

test trained model on lfw

https://github.com/HolmesShuan/DeepID-I-Reimplement