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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 austinio7116 » 24 Mar 2018, 06:39

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

Postby austinio7116 » 24 Mar 2018, 17:52

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

Postby austinio7116 » 24 Mar 2018, 17:56

In case anyone is interested - I always post process my images in photoshop to smooth things a little, downsample to 150 dpi (as that is all I need) then crop the corners to png and that's what I put in the 150dpi folders:

Zahid, Djinn of the Lamp2.full - Copy.png
Last edited by austinio7116 on 24 Mar 2018, 19:25, edited 1 time in total.
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Re: Upscale low res card images to high res using Deep Learn

Postby Chakan » 24 Mar 2018, 19:23

Thanks for the cards, austinio. Good to have for Forge until XLHQ's come online.
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 07 Apr 2018, 05:59

I put together a quick video to show a zoomed in view of the super resolution effect compared to other upsampling methods:

https://www.youtube.com/watch?v=qpFsaIc8BgU
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 13 Apr 2018, 17:09

Dominaria upsampled: https://drive.google.com/open?id=1sD2aW ... ZYhoUS2p2j

Zips are best to download to avoid filename issues with google drive

Karn, Scion of Urza.full.png


w_2_2_knight2_dom.png
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 13 Apr 2018, 18:19

Lyra Dawnbringer.full.png
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Re: Upscale low res card images to high res using Deep Learn

Postby Xitax » 14 Apr 2018, 00:29

The two Chandra cards don't look like they turned out right. Also Karplusan Hound, Meandering River, Niambi, Pyromantic Pilgrim, Teferi's Sentinel, Temporal Machinations, Timber Gorge.
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 14 Apr 2018, 05:51

That's right - unfortunately the planeswalker deck cards were not published on Wizards site this time, they were exclusively published elsewhere at a different resolution, so once the images are resampled to the required 265x370 resolution the quality is not as good and the upsampling does not perform as well. I will update them if they are published at that native resolution, but otherwise this will have to do.
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 16 May 2018, 17:58

I had a go a the new commander anthology legends:

Anya, Merciless Angel.full.jpg


https://drive.google.com/open?id=1iEx4F ... OSOiDYX0xL
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Re: Upscale low res card images to high res using Deep Learn

Postby MaxMtg » 26 May 2018, 19:14

Hey Austino, thanks for this amazing project, anyway would you mind upscaling Battlebound? :D
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 26 May 2018, 19:18

Nearly done. Just waiting for the last few to process, then there's some postprocessing to do, might be ready tonight or tomorrow.
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 27 May 2018, 06:50

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

Postby MaxMtg » 10 Jun 2018, 12:37

Tried to upscale GS1 with waifu2x but failed miserably would you mind upscaling Global Series?
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 10 Jun 2018, 14:53

Yes - I missed that the image gallery was up - I'll get it running now.

Thanks
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