If we want to transfer a photo to the picture in Van Gogh’s style, how do we choose the data in Y domain? Is it all Van Gogh’s artworks?

junyanz / pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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If we want to transfer a photo to the picture in Van Gogh’s style, how do we choose the data in Y domain? Is it all Van Gogh’s artworks? #467

Open SwordHolderSH opened 5 years ago

SwordHolderSH commented 5 years ago

Your work is very fantastic and outstanding. I have some small issues need your help if you have time: 1) If we want to transfer a photo to the picture in Van Gogh’s style, how do we choose the data in Y domain? Is it all Van Gogh’s artworks? 2) Yet, If yes, the number of Van Gogh's paintings is very small, how many paintings should we choose to train the network?

junyanz commented 5 years ago

You can use Van Gogh's artworks. A few hundred should be OK. If your photo is a portrait, you can also train a model on Van Gogh's portrait paintings.