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Computer Vision Algorithm Implementaion and Tutorial

Descrption:

NOTE: This project include algorithm implementaion form scratch, " NOT " using OpenCV functions!

The tutorial is from OpenCV documentation with my personal implementation, description and mathematical explanation.

Below are the Outlines and Quick Links for this tutorial. Thank You!

Basic Operation

  1. Image and Video I/O

Core Operation

  1. Image ROI
  2. Image Padding
  3. Image Blending
  4. Bitwise Operation

Image Processing

  1. Changing Colorspace

  2. Image Thesholding

  3. Image Transformation

    • Geometric Transformations (include)
    • Morphological Transformations (include)
    • Fourier Transform (ToDo)
  4. Image Filtering

  5. Image Gradients

  6. Canny Edge Detection

  7. Image Pyramids

  8. Image Contours

  9. Image Histogram

  10. Image Matching (Template Matching)

  11. Hough Line Transform

  12. Hough Circle Transform

CONTINUE...

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Reference & Acknowledgments

OpenCV-Python Tutorial: https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_tutorials.html

Contact (Hank)

[email protected]