Ankita-Das

Ankita-Das

import numpy as np
import cv2

image=cv2.imread('MNIST/test/3647.png')
gray=cv2.cvtColor(image,cv2.COLOR_BGR2GRAY)## for 9 problem with 4665,8998,73,7
#I faced a problem with the deskewing and the solution suggested by @zindarod "https://stackoverflow.com/questions/51237834/deskewing-mnist-dataset-images-using-minarearect-of-opencv"
#really improved the deskewing
#gray=cv2.bitwise_not(gray)
Gblur=cv2.blur(gray,(5,5))
thresh=cv2.threshold(Gblur,0,255,cv2.THRESH_BINARY | cv2.THRESH_OTSU)[1]

Ankita-Das

Ankita-Das

Ankita-Das