KittyLiou

import cv2
import numpy as np

# define vertical and horizontal filters
N = 3
vertical_filter = [[-1,0,1],
                   [-1,0,1],
                   [-1,0,1]]
                   
horizontal_filter = [[-1,-1,-1],