import numpy as np

image = np.array([

[0, 0, 1, 1, 0],

[0, 0, 1, 1, 0],

[0, 0, 1, 1, 0],

[1, 1, 1, 1, 1]

])

row = image.shape[0]

column = image.shape[1]

arr = np.copy(image)

for i in range(row):

for j in range(column):

if i in [1,2]:

# Check up and down

if image[i-1,j] == 0 or image[i+1, j] == 0:

arr[i,j] = 0

else:

arr[i,j] = 0

for i in range(arr.shape[0]):

line = ''

for j in range(arr.shape[1]):

line += str(arr[i][j])

print(line)