MikhailMS / OCR_System

Python version of OCR System

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OCR System

Python version of OCR System.

System gives 99.7% of accuracy on clean data.

Also there are 4 stages of noisy data - from little noise up to text, where no letters could be identified.

System does well on all levels:

  • level 1 - ~99.5%
  • level 2 - ~96.3%
  • level 3 - 87.6%
  • level 4 - ~65%

As extra, word correction feature is implemented - it gives following results:

  • 100% for clean data and noisy levels 1,2
  • level 3 - ~95%
  • level 4 - ~70%.

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Python version of OCR System


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Language:Python 100.0%