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Polymer Membrane Pore Analysis

A program used to analyze pore size distributions of polymer membrane SEM images.

Overview

Both Tesseract-OCR Engine and Otsu thresholding are iplimented to clean the polymer membrane SEM images. The cleaned images are analyzed with my algorithm which outputs an average pore size vs. film depth plot. The resultant plots show quantitatively how asymmetrical the pore sizes become deeper in the polymer membrane film.

Dependencies

  • python>=3.6
  • pytesseract: If you don't have tesseract executable in your PATH, include the following: pytesseract.pytesseract.tesseract_cmd = r'<full_path_to_your_tesseract_executable>'
  • cv2
  • numpy
  • matplotlib

Feedback

For questions and comments, feel free to contact James Von Raj.

License

MIT

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