Computer Vision

Edge Detection

Explore advanced techniques in edge detection within computer vision, focusing on refining skills and understanding complex scenarios.

Goal:

Learn how object boundaries are identified.

3Lessons

6Micro-lessons

IntermediateDifficulty

Lesson 1

Dive into the principles of edge detection and its importance in computer vision.

Start2 Micro-lessons

Micro lesson 1

Gradient-Based Methods

Micro lesson 2

Edge Detection in Noisy Images

Lesson 2

Explore various algorithms used for edge detection and their applications.

Start2 Micro-lessons

Micro lesson 1

Canny Edge Detector

Micro lesson 2

Sobel and Prewitt Operators

Lesson 3

Identify common challenges in edge detection and how to overcome them.

Start2 Micro-lessons

Micro lesson 1

Dealing with Complex Boundaries

Micro lesson 2

Real-Time Edge Detection