hqli / face_recognition

使用webface人脸数据集以及DeepID网络,通过Caffe训练出模型参数,得到LFW二分类的人脸识别准确率。
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Why is there no sharing weights in the prototxt? #7

Open sciencepanda opened 7 years ago

sciencepanda commented 7 years ago

Hi, I also get a work to implement the DeepID recently, and I have searched many repositories about Face Verification and DeepID in github. I found none of them shows any features about sharing weights in their model configurations, which, however, is clearly included in 3th and 4th convolution layers of the model in Yi Sun's Deep Learning Face Representation from Predicting 10,000 Classes (http://mmlab.ie.cuhk.edu.hk/pdf/YiSun_CVPR14.pdf). I don't know why this happened. It seems like everyone ignored this characteristic for some conventional reason?