The problem of style transfer

[zhangjy328]

Hello, author.
I want to use my own dataset to perform some style transfer tasks, such as converting land scenes into an underwater style. However, I only want to transfer the style. But when I was running my own dataset, I found that besides the style being transferred, the scenery in the pictures also changes (perhaps because the scenery in the land photos is different from that at the bottom of the water). How can I keep the scenery in the pictures unchanged while making the environment look like it's underwater?

[junyanz]

The model will learn to transfer everything (style, content, camera pose). If you only want to learn a particular style, you need to make sure that your source and target domains have roughtly the same content.