Edge detection forms the basis of many approaches to object recognition. We will introduce the fundamental concepts of edge detection, go through a simple approach, and discuss its strengths and weaknesses. We will also provide a brief overview of state-of-the-art edge detection techniques and provide a demonstration of their effectiveness. No prior programming experience necessary!