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Given that the OCR'ed PDFs use the "GlyphLessFont" font, it seems that tesseract [1] is used. [1] https://github.com/tesseract-ocr/tesseract https://github.com

Given that the OCR'ed PDFs use the "GlyphLessFont" font, it seems that tesseract [1] is used. [1] https://github.com/tesseract-ocr/tesseract https://github.com/tesseract-ocr/tesseract

cfcef 11y ago
I hope not. Tesseract delivers bad results on high quality scans, far below the same OCR quality achieved by services like Google Books. What the OCR market needs is someone who will bring that level of OCR quality - or better - to the masses (perhaps some deep learning grad student with time to kill?), not yet another wrapper around Tesseract. We have those already!
- mynewtb 11y ago
  I have had great result using tesseract via gimagereader. Are you sure your configuration is good?
  - random778 11y ago
    Possible to upload an example image + result?
- jiaweihli 11y ago
  Have you looked into ocropy[0]? Here's a nice intro[1] that later talks about how it achieves higher accuracy using an LSTM model[2]. [0] https://github.com/tmbdev/ocropy https://github.com/tmbdev/ocropy [1] http://www.danvk.org/2015/01/09/extracting-text-from-an-image-using-ocropus.html http://www.danvk.org/2015/01/09/extracting-text-from-an-imag... [2] http://www.danvk.org/2015/01/11/training-an-ocropus-ocr-model.html http://www.danvk.org/2015/01/11/training-an-ocropus-ocr-mode...
  - cfcef 11y ago
    I have not. It sounds interesting but raw and unsuitable for end-users. I hope the quality improves and they can get it packaged up in a way that existing document scanners can plug into easily.
  - jahewson 11y ago
    Note that the primary author of ocropy (formerly ocropus) works at Google.
- acdha 11y ago
  Is the problem really Tesseract or the fact that it doesn't have a robust front-end performing segmentation, de-skewing, better binarization, etc? I've heard that Google Books is actually using the Tesseract engine but has seen better results in part from better training but mostly from a more advanced system breaking each page into the blocks of text which are actually OCRed.

Given that the OCR'ed PDFs use the "GlyphLessFont" font, it seems that tesseract [1] is used. [1] https://github.com/tesseract-ocr/tesseract https://github.com/tesseract-ocr/tesseract

cfcef 11y ago

I hope not. Tesseract delivers bad results on high quality scans, far below the same OCR quality achieved by services like Google Books. What the OCR market needs is someone who will bring that level of OCR quality - or better - to the masses (perhaps some deep learning grad student with time to kill?), not yet another wrapper around Tesseract. We have those already!

mynewtb 11y ago
I have had great result using tesseract via gimagereader. Are you sure your configuration is good?
- random778 11y ago
  Possible to upload an example image + result?
jiaweihli 11y ago
Have you looked into ocropy[0]? Here's a nice intro[1] that later talks about how it achieves higher accuracy using an LSTM model[2]. [0] https://github.com/tmbdev/ocropy https://github.com/tmbdev/ocropy [1] http://www.danvk.org/2015/01/09/extracting-text-from-an-image-using-ocropus.html http://www.danvk.org/2015/01/09/extracting-text-from-an-imag... [2] http://www.danvk.org/2015/01/11/training-an-ocropus-ocr-model.html http://www.danvk.org/2015/01/11/training-an-ocropus-ocr-mode...
- cfcef 11y ago
  I have not. It sounds interesting but raw and unsuitable for end-users. I hope the quality improves and they can get it packaged up in a way that existing document scanners can plug into easily.
- jahewson 11y ago
  Note that the primary author of ocropy (formerly ocropus) works at Google.
acdha 11y ago
Is the problem really Tesseract or the fact that it doesn't have a robust front-end performing segmentation, de-skewing, better binarization, etc? I've heard that Google Books is actually using the Tesseract engine but has seen better results in part from better training but mostly from a more advanced system breaking each page into the blocks of text which are actually OCRed.