Edging - Image Edge Detection Implementation

Resources:

Step by Step Guide:

• https://www.analyticsvidhya.com/blog/2022/08/comprehensive-guide-to-edge-detection-algorithms/

• https://en.wikipedia.org/wiki/Canny_edge_detector

• 

• Greyscale conversion

  • https://www.kaggle.com/code/bishowlamsal/rgb-to-grayscale-image
  • https://stackoverflow.com/questions/42516203/converting-rgba-image-to-grayscale-golang
  • 

• Gaussian Blur

  • https://en.wikipedia.org/wiki/Gaussian_blur
  • https://aryamansharda.medium.com/image-filters-gaussian-blur-eb36db6781b1
  • https://www.southampton.ac.uk/~msn/book/new_demo/gaussian/
  • 

• Finding Intensity of Gradients of the Image

  • https://en.wikipedia.org/wiki/Sobel_operator
  • 

• Non-Max Suppression

  • https://en.wikipedia.org/wiki/Canny_edge_detector#Gradient_magnitude_thresholding_or_lower_bound_cut-off_suppression
  • 

• Double Threshold

  • https://towardsdatascience.com/canny-edge-detection-step-by-step-in-python-computer-vision-b49c3a2d8123
  • 

• Edge Tracking by Hysteresis

  •