sangenan / beautyGAN-tf-Implement

beautyGAN-tf-Implement

• A tensorflow Implement for BeautyGAN:Instance-level facial makeup transfer with deep generative adversarial networks.
• Based on cycleGAN tf Implement
• Baidu Drive for vgg16.npy: 83dt
• face parsing tools: dlib'68 landmarks model
• Another MakupTransfer Model based on BeautyGAN and AdaIn

question

• face parsing is not precise -> remove face mask/ add total variation loss

attention

• in order to speed up the training process, we fix the (content,style) pair. remove this constraint should improve the model's performance on validation data and test data.
• we simply apply the face parser in opencv, the original paper use different face parsing tool.

some results