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Upscale low res card images to high res using Deep Learning

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Re: Upscale low res card images to high res using Deep Learn

Postby mtgcard » 16 Sep 2020, 13:19

I can't send a link to the website yet.
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 28 Jan 2021, 22:00

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Re: Upscale low res card images to high res using Deep Learn

Postby Arcanist » 31 Jan 2021, 22:58

austinio7116 wrote:Had a quick go at KHM https://drive.google.com/folderview?id= ... PwA7mH2HR8
Card names which contain the word "and" like "Battle of Frost and Fire" are systematically misnamed. Instead the card is named "Battle of Frostnd Fire" and missing two characters. That is something I noticed in previous archives as well but forgot to report. I assume that you are using a script to process the data and that those two characters get deleted for some reason?
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 04 Apr 2021, 17:56

Here is a first pass at STX - as some of you have noticed there is a systematic naming error with certain cases - not sure if it is me or the Wizard's website naming - but easy enough to correct:

https://drive.google.com/drive/folders/ ... sp=sharing

Crux of Fate.full.jpg
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Re: Upscale low res card images to high res using Deep Learn

Postby scramsby » 09 Apr 2021, 03:50

These are amazing. I love the clear look of the upscales compared to the high res print scans. So much better for proxying/browsing.

I would love to get the full art lands from Unstable redone with your latest ESRGAN model, as the previous one I found is much worse than the latest releases you've put out. If it's less of a burden to cover older sets I'd be up for giving your model and code a spin to run it myself if you're up for sharing on GitHub or something.

Please let us know and thanks so much!
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 09 Apr 2021, 11:00

Island1.full.jpg
Swamp1.full.jpg
Forest1.full.jpg
Mountain1.full.jpg
Plains1.full.jpg
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Re: Upscale low res card images to high res using Deep Learn

Postby scramsby » 18 Apr 2021, 06:26

Amazing, thank you!
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Re: Upscale low res card images to high res using Deep Learn

Postby meep.o.matic » 21 Apr 2021, 17:11

Hey austino. Did you ever take a shot at old borddered (pre-8th) cards?
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