Edge detection filters out ineffective data, noise and frequencies while preserving the important structural properties in an image. Edge maps are one of the popular ways to represent facial images and its features. In this research paper edge detection algorithms are compared to find out best among Sobel edge detection and Canny edge detection algorithm. The methodology is as follows