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Artoriuz / ArtCNN

Super-Resolution Convolutional Neural Networks as GLSL shaders for mpv
MIT License
109 stars 2 forks source link

Does it only work for Anime? #29

Closed laichiaheng closed 2 weeks ago

laichiaheng commented 2 weeks ago

I'm looking for a good upscaler for general contents, but most of them are based on Anime.

Trinity3e commented 2 weeks ago

I wanted to ask basically the same thing a week ago here, thank you for breaking the ice by the way! i use ArtCNN a lot now, and for mostly real/general content as well (it works ok, especially cmp which are more efficient that fsrcnnx/ravu) and i was thinking about whether simply including some real images in the training set next to the anime ones (do only the chroma shaders have DIV2K? @Artoriuz ) would make this an even more universal shader while still keeping importance on the art sources it was made for.

Artoriuz commented 2 weeks ago

I thought about releasing a DIV2K variant again, but the TLDR after various experiments is that it doesn't really matter that much.

I'll leave this here if you really feel inclined, just don't expect it to look radically different. ArtCNN_C4F16_DIV2K_CMP.txt

Trinity3e commented 1 week ago

Had a look at it and have to say it certainly seems more natural, thank you. If you don't mind and only if, as long as it's easy enough, can you have the rest of the CMP ones done?