Using PIL to turn a RGB image into a pure black and white image

by 
from PIL import Image 
image_file = Image.open("convert_image.png") # open colour image
image_file = image_file.convert('1') # convert image to black and white
image_file.save('result.png')

yields

enter image description here

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