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Canny-Edge-Detection :

Canny Edge Detection is a popular edge detection algorithm. It was developed by John F. Canny in 1986.

  • It is a multi-stage algorithm and we will go through each stages :
  1. Noise Reduction
  2. Finding Intensity Gradient of the Image
  3. Non-maximum Suppression
  4. Hysteresis Thresholding

Function And Parameters :

for edge detection opencv's (cv2.Canny()) feature is used with parameters :

  • gray image ,
  • lower threshold ,
  • upper threshold

Documentation :

for documentation refer here

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Edge Detection Algorithm

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