Probably my single favorite GauGAN 'upscaled' game. Getting closer to real time neural nets radically transforming old media like Zelda: Ocarina of Time.

Segmentation here is way off mechanically - this specific version would be unplayable - but an emulator could do it.

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Here are some edited HD upscales of the Penguin Chat 3 rooms.

Made by https://t.co/qaZgQCscT6

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More screengrabs. One issue with this upscale is that it also looks way to clean. I respect the hard work done, but this with DVNR issues doesn't make the most pristine result

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AI upscale of "Hunchback ala modo" artwork by Alex Iglesias aka , published in 2010, link to original https://t.co/4kYCmgglpa link to full resolution https://t.co/973fyudnv1

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Upscaled this image of Cammy because it's hilarious and I love SFA

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Here is a collection of all the rooms exclusive to the Elite Penguin Force missions. There are two folders included:
-Straights Rips
-AI Upscales

Special thanks to for extracting these!
(Links below)

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And here's samples of upscales & cleanups I've done.

In order:

• "Aqua City" album cover upscale + cleanup

• Pokémon card art scan, upscale + cleanup

• Fury Bowser art low➔high res upscale & cleanup

• Palkia art - upscaled & vectorised from Japanese book

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he man 4k UHD

(ESRGAN upscale test using CelFrames model)

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Finally the render is upscaled to UHD, again using a neural network. I finally mint the UHD image and have a cup of tea.

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Official artwork for the Nintendo Switch version of Crosswave (Upscaled into 4K) https://t.co/Monv21Gl8U

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AI upscale of fan 3D artwork 'Hot Drop Revisited' by Whitefeathermoon, published in 2008, link to original https://t.co/CUePRfsLxA link to full resolution https://t.co/Beirm40Dtm

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Upscales of some of the detailed sprites used to comprise the new banner.

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I tried to deposterize and desaturate the colors to get something i can put in an upscale algorithm

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a oc thing that started off as a minecraft spider
retweets make happy

also its got some upscaled versions

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I've isolated and upscaled the drawing of Fury Bowser because I haven't seen it anywhere else and it looks awesome!

Download: https://t.co/RIC5TFLLzt https://t.co/632vclluVl

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Here's how they appear in-game (upscales included).

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I upscaled everything to add *even more detrail like what is this fucking boot? Is it tactical? You dont know. I sure as fuck dont. It looks SICKASS though.

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