StoryMY / take-off-eyeglasses

Official pytorch implementation of paper "Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data" (CVPR 2022).
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A question about Synthetic data and Real data #3

Closed Wang-Wenqing closed 2 years ago

Wang-Wenqing commented 2 years ago

Thanks for your excellent work. I have a little question. Whether the real data CelebA (with eyeglasses) is used only for domain adaptation to uniform real domain and synthetic domain? Or it is used in training, for example, mixup real image and synthetic image for training, or fine tune with real image, I have not find this question in the paper, so sorry to bother you.

StoryMY commented 2 years ago

The CelebA dataset is used only for domain adaptation (Mask Prediction Stage). In the Item Removal Stage, we only use synthetic data to train De-Shadow/Glass Network.

Wang-Wenqing commented 2 years ago

Thanks for your answer~~