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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 » 01 Jun 2019, 12:19

Good spot. Something weird happened to all the "and" in the names, not sure where, I noticed and fixed the swords
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Re: Upscale low res card images to high res using Deep Learn

Postby meep.o.matic » 26 Jun 2019, 10:57

What would happen if we took these images and upscale them even further, would they be cleaner?
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 26 Jun 2019, 11:54

You'd need to use a different network, perhaps a more generic one would help smooth some of the artifacts, but yes, it might work well.
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 26 Jun 2019, 11:55

M20 coming soon...
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 26 Jun 2019, 19:17

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

Postby MaxMtg » 26 Jun 2019, 21:48

Thanks, would you mind upscaling m20 tokens as well?
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 26 Jun 2019, 21:54

Yes, working on the postprocessing now
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 27 Jun 2019, 05:48

OK, tokens are on that same link too
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 09 Jul 2019, 05:21

austinio7116 wrote:You'd need to use a different network, perhaps a more generic one would help smooth some of the artifacts, but yes, it might work well.
Perhaps this tool is worth a look : https://cloudai.topazlabs.com/
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 21 Jul 2019, 14:45

Here is an example of the topazlabs cloud.ai super resolution - very smooth and sharp in the image and border, but not quite as good on the font (as you'd expect as it is not trained on magic cards). It's great for upsampling and sharpening photos too..

696af461-582e-45ae-885f-562db6e3410a.jpg
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Re: Upscale low res card images to high res using Deep Learn

Postby Bog Wraith » 27 Jul 2019, 10:36

Could you please upscale these Core 2020 extra cards?

https://www.mediafire.com/file/he44tart ... s.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 » 27 Jul 2019, 13:16

If the resolution is right I'll take a look when I am back from holiday
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Re: Upscale low res card images to high res using Deep Learn

Postby Bog Wraith » 28 Jul 2019, 01:00

Ok thanks.
They're all from the Gatherer, so they are like all the rest and should be fine.

Enjoy your holiday! 8)
===================================
EDIT

With the release of the HQ set, there is no need to do these now. :)
'Twas in the bogs of Cannelbrae
My mate did meet an early grave
'Twas nothing left for us to save
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Re: Upscale low res card images to high res using Deep Learn

Postby MaxMtg » 10 Aug 2019, 07:00

Could you please upscale c19?


Thanks for your amazing work !
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Re: Upscale low res card images to high res using Deep Learn

Postby austinio7116 » 10 Aug 2019, 10:58

It's processing, don't worry
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