Normalize an image to [0, 1] range.

def norm(image):
    """Normalize an image to [0, 1] range."""
    min_value = image.min()
    max_value = image.max()
    if min_value == max_value:
        return image - min_value
    return (image - min_value) / (max_value - min_value)