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Image processing without deep learning or machine learning


I am working on my graduation project and was wondering if there is a way to work on a disease detection project or an image processing project without deep learning or machine learning i have been looking for quite a long time but came with nothing.


Solution

  • Computer Vision and found some promising methods that I could use to find:

    1. SIFT
    2. SURF
    3. Template Matching
    4. Image Gradients
    5. Canny Edge Detection
    6. Histogram of Oriented Gradients
    7. Hough Line Transform
    8. Hough Circle Transform
    9. Gabor Filters

    I experimented with all the methods using Python OpenCV.