this post was submitted on 20 Sep 2023
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I've tried upscaling with ESRGAN as well and it has similar problems. It messes with the original textures too much. For example, it made carpet look like a solid surface. Skin looks too smooth and shiny. That kind of thing.
It depends a lot on the source picture, but it's definitely not a general problem inherent to AI upscaling. Otherwise there wouldn't be so many positive examples of ESRGAN.