animal barefoot bird blonde_hair bow flandre_scarlet flowers hat red_eyes riichu rose skirt stairs touhou vampire waifu2x wristwear

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How do you perfectly upscale a picture?
waifu2x

It's not ideal for all images though. Small images with lacework for example; if there's not enough detail in the original image, it will end up rather ugly. Of the 34 small images I just tried, only 14 were worth uploading.
I click on download zip, and I open the zip file, and there's like, all these files? I'm confused.

Edit: I'm on a mac
Read the instructions on that site. It runs on linux and requires a CUDA capable graphics card. There's also a demo site set up, but I suggest setting up your own system for it if you're going to do a lot of them.
Thanks, Zolxys! It looka great, but it converts it into a perfect PNG, right?
It always outputs PNG, but as I said, you won't always get a perfect result. It depends on the quality and detail of the original image.

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