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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 » 11 Aug 2019, 09:32

Here is C19 - I haven't check these much, but everything is automated, so hopefully all is well:

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

Atla Palani, Nest Tender.full.jpg
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Re: Upscale low res card images to high res using Deep Learn

Postby MaxMtg » 11 Aug 2019, 10:38

austinio7116 wrote:Here is C19 - I haven't check these much, but everything is automated, so hopefully all is well:

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

Atla Palani, Nest Tender.full.jpg
Thanks :D


PS:There's a card missing, Hedonist's Trove
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 11 Aug 2019, 12:29

Thanks, I thought I was one short
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Re: Upscale low res card images to high res using Deep Learn

Postby Bog Wraith » 22 Sep 2019, 23:11

In case you need them, here's ELD for applying your upscale method to.


https://www.mediafire.com/file/0r5jow8t ... D.zip/file
'Twas in the bogs of Cannelbrae
My mate did meet an early grave
'Twas nothing left for us to save
In the peat-filled bogs of Cannelbrae.
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 23 Sep 2019, 04:48

Don't worry, nearly ready.
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 23 Sep 2019, 05:54

Here is ELD, including tokens:

https://drive.google.com/open?id=12L34K ... hr5u6mPCcZ

Don't forget - download the zip rather than the folders to avoid Google Drive messing up filenames.

Garruk, Cursed Huntsman.full.jpg
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Re: Upscale low res card images to high res using Deep Learn

Postby Bog Wraith » 23 Sep 2019, 16:22

Thank you as always Mark, I really appreciate the work you put into the program and for getting us these for each and every set since you started this! :)
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Re: Upscale low res card images to high res using Deep Learn

Postby Oketado » 30 Sep 2019, 10:27

austinio7116 wrote:Here is ELD, including tokens
Code: Select all
Once Upon Time.full.jpg
need to be renamed to
Code: Select all
Once Upon a Time.full.jpg
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Re: Upscale low res card images to high res using Deep Learn

Postby MaxMtg » 30 Sep 2019, 12:15

Could you try upscaling the Collector's booster cards?
https://scryfall.com/sets/celd
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Downscaling HQ images to LQ optimized

Postby kevlahnota » 03 Oct 2019, 17:38

Im impressed by your work, I try to make a LQ image downscale from HQ I think its also good (reversed from your method)
sample image 574x800, 45kb size:
Image

another sample 574x800, 85kb size:
Image

problem is, processing of cards is very slow because of compression, but its decent for mobile LQ images...
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Re: Upscale low res card images to high res using Deep Learn

Postby amyacker » 08 Oct 2019, 07:33

This is an interesting project. Have you dabbled with OCR at all? I think you might get better results if you use machine learning to re-construct the card without the text and then layer the text back in using a real font. You can use OCR to detect positioning and line breaks, to calculate leading. Microsoft's OCR service is pretty awesome:
folio3.ai/natural-language-processing/
Thanks this is helpful. Are the code samples an artificial example of what you could use OCR for? Can't think of another reason why you'd insert code-snippets as images.
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Re: Upscale low res card images to high res using Deep Learn

Postby necxelos » 09 Oct 2019, 13:28

It would be so nice if You guys umpscaled and improved HQ PNG images from scryfall to the highest quality possible instead of focusing on LQ ones. The other project sadly seems to be completely dead.
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