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Instructive, with a rewarding repo for your time.
Graphic designer here. A font recognition ai is sorley needed. Gemini and its competitors flat out lie when asked and Adobe Illustrators Retype is laughably bad. The problem I face almost every day is not to find a close match but to find the actual font in use, commercial or not.
I’m curious to know how this model tackles newly released fonts. How difficult would it be if this model needs to recognise font in a different language?
Curious why the model architecture wasn’t talked about at all? Did I miss that part?
Surely the next step is to tweak the open source font with AI to slightly better target the desired font?

Sometimes you're trying to replicate a logo and they've hand tweaked a letter or two, or stretched it.

edit: (Google Fonts actually have fonts you can natively stretch and some with replacement character variants) I wonder if the tool uses that to better match?)

Sometimes you just don't want to pay for a fancy font and I believe font shapes are not copyrightable?