Upscale low res card images to high res using Deep Learning

[austinio7116]

RNA:

https://drive.google.com/folderview?id= ... zTzpocynIF

[AStrangerIsHere]

Thanks!

[Bog Wraith]

Thanks as always for doing this austinio. I missed seeing them for UMA and am very happy to see these beauties & in time for the release weekend festivities!

2 cards are missing from the Upscaled RNA set that are in the Forge database. They are from the Planeswalker decks. Confusing thing is that there are other cards from these decks that are not in the Forge DB. They'll probably be added along with the basic lands later on.

Here are the two .png files from The Gatherer:

[austinio7116]

WAR super res images are ready:

https://drive.google.com/open?id=1gxrRh ... 1fKP9jPnEC

[austinio7116]

[AStrangerIsHere]

Goo job! But it's kind of funny how the quality of the cards is quite high, but when you look at the name of the illustrator at the bottom of the card, and it's blurry. Any reason why?

Edit: and there's twice the first mountain.

[austinio7116]

I think the artist text is just too small in the low res input images. Thanks for letting me know about the mountains, there must have been duplicates on the Wizards site.

[Bog Wraith]

A problem that sometimes slips by is that the card names with an apostrophe are changed like this when up-scaled, "Liliana's Triumph.full" becomes "Liliana_s Triumph.full".

There are 45 files that I have corrected and have uploaded them for anyone who wants them to use in apps like Forge. I only use the 300dpi sized cards so those are the only one's I corrected. Just swap these in for the underscored ones:

https://www.mediafire.com/file/2z6p416x ... d.zip/file

[austinio7116]

It's not the upscaling that messes up the name, it's Google drive. I keep forgetting, it's best if I zip the files and upload the full zips.

[austinio7116]

When I get a free couple of minutes I'll upload some zips.

[austinio7116]

It's not the upscaling that messes up the name, it's Google drive. I keep forgetting, it's best if I zip the files and upload the full zips.

In fact it is only when you download them the filenames are changed, in Google drive they are correct.

[austinio7116]

Zips are uploading now for anyone that wants them to avoid the "_" in filenames issue

[austinio7116]

Here are the results for Modern Horizons:

https://drive.google.com/open?id=1nyRO7 ... hJqHh2sQKK

[austinio7116]

Tokens added now too.

[AStrangerIsHere]

Austinio, my man!!! As always, thx!

Btw, there's a little error on Wrenn and Six > "Wrennd Six".