enyalien / ocrfromscratch

Building an OCR DL model from scratch, using a UNet for line identification and a CRNN for character recognition.

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Hmm... What's This?

This is a OCR - optical character recognition engine built on Python. It has the capability to input an entire multi-line text document and separate line-from-line. Currently it is not very good at doing what it's supposed to do, but I'm working on that. It can... somewhat recognise text.

Right now: Output So... yes. The accuracy is definitely a WIP, but the overall model is complete. With a bit more training data and hyperparameter tuning it'll probably do better.

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Building an OCR DL model from scratch, using a UNet for line identification and a CRNN for character recognition.


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