Laplacian, Sobel and Canny Edge Detection using OpenCv and Python

OpenCV (Open Source Computer Vision Library) is released under a BSD license and hence it’s free for both academic and commercial use. We use the Laplacian Edge Detector to detect the edges. Next we use sobel edge detection in x and y coordinates and combine them using normalization. Canny edge detection is applied using the upper and lower gradient values.