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I made a chess FEN string generator (with Tensorflow 2.5)

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unsek

unsek

I made a chess FEN string generator (with Tensorflow 2.5)

It can generate a FEN string, and a board representation of the chess board image you upload. The model isn’t perfect though. It works best with images from here, and here.

image
image1920×979 45.3 KB

There’s not that much utility to this atm, but I got to try out poolboy, GenServer, and port! The code is also pretty bad so please feel free to add comments on how I can make it better. :smiley:

Source: https://github.com/imsekun/fen_gen

Tech stack

  • Phoenix
  • LiveView
  • Surface UI
  • TailwindCSS
  • Tensorflow 2.5

Had lots of fun with this. Though it might be overkill for how it is right now.

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unsek

unsek

I deployed it just in case anyone wants to tinker with it. :smiley:

https://fen.sekun.dev

Edit: Not sure why I can’t edit the original post, but I since then changed my username so here’s the new one: https://github.com/hsekun/fen_gen.

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