zlzhangli / face-verification

my face verification

DeepID-I-implementation

Re-implementation of DeepID on Caffe framework.

• This repository is just a naive implementation of DeepID, its accuracy seems hard to reproduce(According to some callbacks).
• More Info about face recognition on Mobile Devices or Embedded Board could be easily get on GitHub.
• 1. Face recognition
• 2. DeepID
• ...

Our Work:

*Training Set: CASIA WebFace cropped to 144x144 Gray (Washed)
Validation Set: LFW cropped to 128x128 Gray (6K Pairs)
Accuracy @LFW: 91.9667%
*:It won't be necessary to set Validation Set on WebFace. You may get a higher precision on LFW with a larger training data set.

Network Structure

Pre-trained Caffemodel:

CHN : Baidu Pan
Other country: One Drive

Related Blog:

CSDN

Washed WebFace DataSet