wuyuebupt / LFWBenchmark

5 stars 3 forks source link

LFWBenchmark

LFWFaces

Detected LFW faces with boundingboxes and five facial points.

A matlab script for face alignment given five facial points.

CNNCaffeExtraction

A matlab script showed how to extract features for evaluation using Caffe.

CNN model

[2016-02-28] A model trained on MS-Celeb-1M is released, which has 99.52% accuracy on LFW.

LFWROC

LFW evaluation code with PCA and cosine distance.

Results on provided features:

Name Accuracy
lfwfeatures.mat 98.97
lfw_9953.mat 99.53

REF

Face alignment and caffe feature extraction codes are modified from [CenterFace] (https://github.com/ydwen/caffe-face).