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Re:State-of-the-Art Image Generation Models by 38932ur98u on Friday March 05, 2021 @04:12AM (#26354688)
Even training on a few hundred photos?
Re:State-of-the-Art Image Generation Models by site-packages1 on Friday March 05, 2021 @10:48AM (#26358130)
StyleGAN was trained on something like 3 million images, and it's very difficult to fine tune GANs on a small subset of images past that, unless perhaps your images are very similar to the ones StyleGAN used. It's likely you'd need at least thousands or hundreds of thousands of images to get the results you probably want. I've been successful with thousands, but not less than that.
Re:State-of-the-Art Image Generation Models by QuadmasterXLII on Friday March 05, 2021 @05:51PM (#26363269)
I found stylegan to be pretty plug and play for training on 10000 panels from a webcomic, here are some sample results. This was a while ago, I’m sure stylegan2 would perform even better http://hgreer.com/homestuck-gan/fakes007470.png