xlihub / OCR_preprocessing_tool

A simple OCR preprocessing tool using Python with a GUI.

OCR_preprocessing_tool

A simple OCR preprocessing tool using Python with a GUI.

This repo is modified from https://github.com/insaneyilin/document_scanner, and note_shrink.py is modified from https://github.com/mzucker/noteshrink.

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Usage

• GUI - image rotation, binarization, edge detection, dilation/erosion, automatic/manual doc scanner, color inversion, and pdf to png conversion:

  python OCR_preprocessing_tool.py
  

• Command Line - automatic doc scanner:

  python doc_scanner_app.py --image=<input_image_path>
  

• Command Line - text compressing and enhancing:

  python note_shrink.py IMAGE <input_image_path>
  

  Run the code below for more tips:

  python note_shrink.py -h
  

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Dependencies

• Python 3
• Tkinter
• OpenCV
• Pillow
• NumPy
• Scipy
• pdf2image

pip install -r requirements.txt

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Demo

Rotation

Binarization

Edge detection

Erosion

Dilation

Select corners manually

Auto detection (not very robust)

Text enhancement (after applying perspective transform)

Conversion of pdf to png

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References

https://github.com/insaneyilin/document_scanner

https://github.com/mzucker/noteshrink

http://www.pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/

https://www.geeksforgeeks.org/convert-pdf-to-image-using-python/

https://www.geeksforgeeks.org/how-to-hide-recover-and-delete-tkinter-widgets/

http://vipulsharma20.blogspot.com/2016/01/document-scanner-using-python-opencv.html

https://github.com/lancebeet/imagemicro