Re: Upscale low res card images to high res using Deep Learn
Posted: 16 Sep 2020, 13:19
I can't send a link to the website yet.
High Quality Resources for Collectible Card Games and Home of the CCGHQ Team
https://www.slightlymagic.net/forum/
https://www.slightlymagic.net/forum/viewtopic.php?f=15&t=20855
Card names which contain the word "and" like "Battle of Frost and Fire" are systematically misnamed. Instead the card is named "Battle of Frostnd Fire" and missing two characters. That is something I noticed in previous archives as well but forgot to report. I assume that you are using a script to process the data and that those two characters get deleted for some reason?austinio7116 wrote:Had a quick go at KHM https://drive.google.com/folderview?id= ... PwA7mH2HR8
So what do you use to uspcale pictures? How do you do it? Do you need some particular knowledge?meep.o.matic wrote:So... I've been training a model to upscale Gatherer pics as well and just wanted to stir back some interest in this project as well.
Thank you for all the information, that's very useful! Also, is the training process long?meep.o.matic wrote:I actually got started searching keywords and concepts from this thread. For the sake of paying it forward, I'll facilitate the info.
This is where you get started. Try to install the latest versions available for the torch, torchvision and torchaudio modules and not necessarily those that are in the tutorials:
https://upscale.wiki/wiki/ESRGAN_Installation_Guide_for_Windows
https://www.youtube.com/watch?v=w4Hb7tyDsWE&list=PLZpgUFpOvR7EG6RqFRxjhPUtILoiwuxgw
This is where you get started with training:
https://upscale.wiki/wiki/Beginner_Training_Guide
https://www.youtube.com/watch?v=KaMYsxWkmww
These are the repos I recomend using. They are being actively maintained. I've had success so far with these, although I haven't really tried others:
"Upscaler" - https://github.com/victorca25/iNNfer
BasicSR - https://github.com/victorca25/BasicSR
This is the current repository for public pre-trained models:
https://upscale.wiki/w/index.php?title=Model_Database&oldid=1194
This is the program I use to upscale more often because of the GUI. Never used Image Enhancer Enhancer Utility:
https://github.com/n00mkrad/cupscale
This is a useful program to help you prepare your datasets:
https://github.com/n00mkrad/magick-utils
Everything else you learn along the way.
It's not hard to follow along the tutorials and figure this stuff out.