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Sort of related, but I'm looking for a library or tool of some sort that I can use to generate landscape photos. I don't really have a lot of time to put into a
by 38932ur98u 6y ago
Sort of related, but I'm looking for a library or tool of some sort that I can use to generate landscape photos. I don't really have a lot of time to put into a project right now, so I was fantasizing about stumbling across some python library that's a wrapper for one of these models that's basically as simple as
import all_photos from "./photos";
model = train(all_photos)
a = model.generate();
Anybody have any leads..?
- fxtentacle 6y agoTraining is super expensive, so it won't be much help.
- 38932ur98u 6y agoEven training on a few hundred photos?
- site-packages1 6y agoStyleGAN 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.
- QuadmasterXLII 6y agoI 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 http://hgreer.com/homestuck-gan/fakes007470.png
- layoutIfNeeded 6y agoUse Terragen
- renonce 6y agoTake a look at https://github.com/manicman1999/StyleGAN2-Tensorflow-2.0 https://github.com/manicman1999/StyleGAN2-Tensorflow-2.0