Learning Face Representation from Scratch
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1. 这篇文章提出了一种构造大规模人脸数据库的方法。并开源了该数据库 CASIA-webface
2. 作者在CASIA-webface上训练了一个11层的CNN网络, 并把学到的feature在LFW上测试性能, 实验显示学到的feature效果非常好。
待做
自己完成face alignment代码,尝试重复该论文的实验。
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