Upscale low res card images to high res using Deep Learning

[austinio7116]

Signature Spellbook Jace:

https://drive.google.com/open?id=114nLu ... 07pReXgSFp

[austinio7116]

Dominaria promo spoilers:

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

[austinio7116]

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:

[Chakan]

Thanks for the cards, austinio. Good to have for Forge until XLHQ's come online.

[austinio7116]

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

[austinio7116]

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

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

[austinio7116]

[Xitax]

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.

[austinio7116]

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.

[austinio7116]

I had a go a the new commander anthology legends:

https://drive.google.com/open?id=1iEx4F ... OSOiDYX0xL

[MaxMtg]

Hey Austino, thanks for this amazing project, anyway would you mind upscaling Battlebound?

[austinio7116]

Nearly done. Just waiting for the last few to process, then there's some postprocessing to do, might be ready tonight or tomorrow.

[austinio7116]

Battlebond upsampled:

https://drive.google.com/open?id=1exB8b ... 2QIgu_Ba1C

[MaxMtg]

Tried to upscale GS1 with waifu2x but failed miserably would you mind upscaling Global Series?

[austinio7116]

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

Thanks