import cv2
import numpy as np
try:
    from PIL import Image
except ImportError:
    import Image

img_file = '/home/test_crop.jpg'

im = Image.open(img_file).convert('L')
im = im.crop((55, 563, 1603, 975))
im.save('_0defects.jpg')