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happynear / FaceVerification

An Experimental Implementation of Face Verification, 96.8% on LFW.
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failed to reproduce your lfw 99.3% precision. #62

Open xiaoxiongli opened 7 years ago

xiaoxiongli commented 7 years ago

Dear happynear,

@happynear

i failed to reproduce your lfw 99.3% precision.

I use your below prototxt and caffemodel download from BaiDu Yun disk: net = caffe.Net('caffe_proto/center_loss_ms.prototxt','caffe_proto/center_loss_ms.caffemodel', 'test');

and run getPairs.m, ReadFeatureLFW.m, lfwPCA.m, and finally i get lfw precision: 0.96

BTW, i use the centerloss's caffe(wen's caffe) in linux and just merge your caffe's Flip layer to it.

*. optimization finished, #iter = 1176 nu = 0.124282 obj = -684.957954, rho = -6.739565 nSV = 746, nBSV = 744 Total nSV = 746 Accuracy = 96.0167% (5761/6000) (classification)**

Could you give me some tips about this... thank you.

happynear commented 7 years ago

How do you align LFW images?

xiaoxiongli commented 7 years ago

Dear happynear, @happynear

I use the lfw-aligned.zip as you mentioned in this repo. download this file from the Baidu Yun which you supply.

I do not why the lfw accuracy is 96%, lower than yours, since i followed all of the step ... thank you.

mxmxlwlw commented 6 years ago

@happynear Yeah, me too...