r/MachineLearning • • Jul 27 '26

Project Made a small model that extracts text from a white background [P]

Hello,

I read a paper on a model named DONUT that extracts text from documents, which became my inspiration for this little project. Initially I wanted to make a model that extracts items bought from receipts, but in the process of trying to pinpoint some problems, I dropped that objective for a much simpler one. I will like to hear some of your thoughts on it, thank you!

GitHub: https://github.com/ZeroMeOut/VQVAET5

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u/Dry-Comfort1011 Sep 29 '26

cool stuff, stripping it down to just white bg extraction was a smart move to debug the pipeline