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
by AStrangerIsHere » 26 May 2020, 07:20
Hey, Austinioaustinio7116, I noticed Zilortha, Strength Incarnate is missing in Ikoria. And by the way, thanks for all the release, I hope everything's fine for you.
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Re: Upscale low res card images to high res using Deep Learn
by corew2020 » 28 May 2020, 02:27
thanks for all the release
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Re: Upscale low res card images to high res using Deep Learn
by MaxMtg » 20 Jun 2020, 19:46
Thanks for all releases Austinio, will you upscale M21 and Jumpstart (it's ok if you don't, there like 900 cards in both combined)
Re: Upscale low res card images to high res using Deep Learn
by shedletsky » 23 Jun 2020, 22:02
Is the code that does the upscaling available?
I want to build a tool to map it over the entire batch of LQ images that Forge auto-downloads.
I want to build a tool to map it over the entire batch of LQ images that Forge auto-downloads.
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Re: Upscale low res card images to high res using Deep Learn
by austinio7116 » 25 Jun 2020, 11:16
Here is a rough start on M21:
https://drive.google.com/drive/folders/ ... sp=sharing
I am sure there are some misnamed files in there and this covers both standard and promos
https://drive.google.com/drive/folders/ ... sp=sharing
I am sure there are some misnamed files in there and this covers both standard and promos
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Re: Upscale low res card images to high res using Deep Learn
by austinio7116 » 25 Jun 2020, 11:18
It only really works well on specific 370x265 resolution cards - the LQ forge ones are not downsampled from high res in the same way, so the inverse effect of the ESRGAN is quite poor. It is available though - I think I posted the link to the code further up in the topic, but if not: https://github.com/xinntao/ESRGANshedletsky wrote:Is the code that does the upscaling available?
I want to build a tool to map it over the entire batch of LQ images that Forge auto-downloads.
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Re: Upscale low res card images to high res using Deep Learn
by austinio7116 » 25 Jun 2020, 11:22
In theory the same approach could work quite well on the other LR scans (perhaps not as well as there is less information to work with), but the model would need to be retrained on images downsampled in a similar way - and that would take a lot of time and resource. I have been able to use the existing models the original authors built because fortunately they must have used a similar downsampling method and scale in their training set to the downscaling that Wizards use in their card image gallery.austinio7116 wrote:It only really works well on specific 370x265 resolution cards - the LQ forge ones are not downsampled from high res in the same way, so the inverse effect of the ESRGAN is quite poor. It is available though - I think I posted the link to the code further up in the topic, but if not: https://github.com/xinntao/ESRGANshedletsky wrote:Is the code that does the upscaling available?
I want to build a tool to map it over the entire batch of LQ images that Forge auto-downloads.
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Re: Upscale low res card images to high res using Deep Learn
by austinio7116 » 25 Jun 2020, 12:10
For the lands, just rename those ending in 11 to 1 and 12 to 4 and they are ready for the latest forge upstream codeaustinio7116 wrote:Here is a rough start on M21:
https://drive.google.com/drive/folders/ ... sp=sharing
I am sure there are some misnamed files in there and this covers both standard and promosBasri Ket2.full.jpg
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Re: Upscale low res card images to high res using Deep Learn
by MaxMtg » 25 Jun 2020, 13:12
Thanks a lot!austinio7116 wrote:For the lands, just rename those ending in 11 to 1 and 12 to 4 and they are ready for the latest forge upstream codeaustinio7116 wrote:Here is a rough start on M21:
https://drive.google.com/drive/folders/ ... sp=sharing
I am sure there are some misnamed files in there and this covers both standard and promosBasri Ket2.full.jpg
Re: Upscale low res card images to high res using Deep Learn
by austinio7116 » 10 Jul 2020, 05:30
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Re: Upscale low res card images to high res using Deep Learn
by newtomagic » 18 Jul 2020, 02:50
Hi Hello....Just wanna Ask Can this program be used in MTG 2014???
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Re: Upscale low res card images to high res using Deep Learn
by mtgcard » 21 Aug 2020, 11:55
Is there a Chinese version?
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Re: Upscale low res card images to high res using Deep Learn
by austinio7116 » 11 Sep 2020, 08:54
- is there a chinese version of the spoiler page from Wizards?mtgcard wrote:Is there a Chinese version?
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Re: Upscale low res card images to high res using Deep Learn
by austinio7116 » 11 Sep 2020, 08:55
you mean can it be used on the core set from 2014, or is that a piece of software?newtomagic wrote:Hi Hello....Just wanna Ask Can this program be used in MTG 2014???
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Re: Upscale low res card images to high res using Deep Learn
by austinio7116 » 11 Sep 2020, 08:57
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