Edge Detection in computer vision is a technique used to identify and locate the boundaries of objects within an image by detecting abrupt changes in brightness or color intensity. It involves algorithms like Sobel, Canny, or Prewitt to highlight sharp transitions, enabling systems to understand shapes, segments, and object contours, which are crucial for image analysis, recognition, and scene understanding.