第四周 特殊应用:人脸识别和神经风格转换(Special applications: Face recognition &Neural style transfer)
4.1 什么是人脸识别?(What is face recognition?)4.2 One-Shot学习(One-shot learning)4.3 Siamese 网络(Siamese network)4.4 Triplet 损失(Triplet 损失)4.5 面部验证与二分类(Face verification and binary classification)4.6 什么是深度卷积网络?(What are deep ConvNets learning?)4.7 代价函数(Cost function)4.8 内容代价函数(Content cost function)4.9 风格代价函数(Style cost function)4.10 一维到三维推广(1D and 3D generalizations of models)Art Generation with Neural Style Transfernst_utils.pyFace Recognition for the Happy Housefr_utils.pyinception_blocks.py
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