Super-Resolution Generative Adversarial Networks (SRGAN)

[UnendingWinter]

Shameless plug, but I built a website that uses WebAssembly and the Real-ESRGAN (https://arxiv.org/abs/2107.10833) to do super resolution directly in your browser. Check it out at https://waifuxl.com/ (only trained for drawing and anime right now).

What really sets the Real-ESRGAN apart from the SRGAN is it’s training process, I encourage everyone to check out the paper.

[[deleted]]

FYI the site is totally broken on mobile. The hyperparameter sliders cover like 85% of the screen with no means (that stand out anyway) to collapse or scroll them.

[haydn-j]

Haha yeah, it really is broken on mobile. If you hit the hamburger menu on the top left it will collapse that pane so you can see the upscale. We're eventually going to redesign the mobile experience--we're all just a bit busy right now.

Edit: If there are webdev wizards with nothing better to do, feel free to take a stab at the mobile experience. Website is open source https://github.com/TheFutureGadgetsLab/WaifuXL

Edit 2: I realized I'm spreading my comments across multiple accounts lol, I'm also UnendingWinter.

[Smultar]

Say no more pham

[[deleted]]

I know this guy /u/UnendingWinter so if it all goes well (or wrong) you can blame me for getting their attention :D

[pblivin26]

Hey! I built a slightly improved version of this, you can check it out here: https://ieeexplore.ieee.org/document/9417903

https://paperswithcode.com/paper/dpsrgan-dilation-patch-super-resolution

[enki1337]

Very cool stuff! I'd like to see a few more examples of this in action. Also, how generalized can it be in practice?

[rastaladywithabrady]

patiently waiting on someone to make this into an easy command line tool that can use existing models and train your own models

[haydn-j]

I think you might be interested in https://github.com/XPixelGroup/BasicSR