https://github.com/priyanshii1511/edge-detection-methods

Repo for implementation of various edge detection techniques.
https://github.com/priyanshii1511/edge-detection-methods

cv2 edge-detection image-processing matplotlib numpy opencv python

Last synced: 5 days ago
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Repo for implementation of various edge detection techniques.

• Host: GitHub
• URL: https://github.com/priyanshii1511/edge-detection-methods
• Owner: Priyanshii1511
• Created: 2024-03-30T18:48:29.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-07-21T08:26:50.000Z (4 months ago)
• Last Synced: 2024-07-21T09:37:00.612Z (4 months ago)
• Topics: cv2, edge-detection, image-processing, matplotlib, numpy, opencv, python
• Language: Jupyter Notebook
• Homepage:
• Size: 3.64 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
An edge can be defined as a set of connected pixels that forms a boundary between two disjoint regions.

## Edge Detection

Edge Detection is a method of segmenting an image into regions of discontinuity. Edge Detection techniques are useful for Image Processing like Pattern Recognition and Feature Extraction. 

Various Edge Detection Operators have been implemented using a sample image:

1. Sobel Operator

2. Prewitt Operator

3. Robert Operator

4. Canny Edge Detector 

5. Laplacian of Gaussian

6. Active Contour