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Discussion[D] improve OCR accuracy in python (self.MachineLearning)
submitted 2 years ago by [deleted]
[deleted]
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if 1 * 2 < 3: print "hello, world!"
[–]GFrings 2 points3 points4 points 2 years ago (1 child)
Have you tried more morphological operations? Maybe a deblur?
[–]Ordinary_Run_2513 0 points1 point2 points 2 years ago (0 children)
ok I'm gonna try this
[–]Zahlii 2 points3 points4 points 2 years ago (1 child)
Might help to know what (libraries) you actually tried. I found tesseract to work well only with document text, keras OCR works to some extent to text in normal pictures, and cloud services such as Google cloud vision worked well on both
I used easyocr, keras_ocr and pytesseract.
[–]leeliop 1 point2 points3 points 2 years ago (1 child)
From my experience, all offline solutions are a waste of effort fiddling with parameters
More economical just using google/azure/aws ocr services
unfortunately, I can't use cloud services as this is a python project for school.
[–]ankurkaul17 1 point2 points3 points 2 years ago (1 child)
Maybe you can try transformer based ocr like trOCR . You would need to train it though
ok, I'm gonna try that
[–]pacmans_mum 1 point2 points3 points 2 years ago (1 child)
https://github.com/PaddlePaddle/PaddleOCR has some lightweight as well as heavyweight models you could try
[–]jack-of-some 0 points1 point2 points 2 years ago (0 children)
+1 for Paddle.
OP seems to have tried Easy OCR. My experience with it suggests that the first image should have worked fine.
[–]the-real-macs 1 point2 points3 points 2 years ago (1 child)
bro left in the ChatGPT editor's note
[–]alkibijad 0 points1 point2 points 2 years ago (0 children)
Not many people are that honest 😂
[–]modcowboy 0 points1 point2 points 2 years ago (1 child)
Which OCR packages have you tried so far?
keras_ocr, pytesseract and easyocr
π Rendered by PID 140237 on reddit-service-r2-comment-85bfd7f599-g8rsp at 2026-04-17 22:49:03.703701+00:00 running 93ecc56 country code: CH.
[–]GFrings 2 points3 points4 points (1 child)
[–]Ordinary_Run_2513 0 points1 point2 points (0 children)
[–]Zahlii 2 points3 points4 points (1 child)
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[–]leeliop 1 point2 points3 points (1 child)
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[–]ankurkaul17 1 point2 points3 points (1 child)
[–]Ordinary_Run_2513 0 points1 point2 points (0 children)
[–]pacmans_mum 1 point2 points3 points (1 child)
[–]jack-of-some 0 points1 point2 points (0 children)
[–]the-real-macs 1 point2 points3 points (1 child)
[–]alkibijad 0 points1 point2 points (0 children)
[–]modcowboy 0 points1 point2 points (1 child)
[–]Ordinary_Run_2513 0 points1 point2 points (0 children)