how to convert pil image to numpy array code example

Example 1: ndarray to pil image

from PIL import Image
image_from_array = Image.fromarray(nd_array)

Example 2: pil image from numpy

from PIL import Image

PIL_image = Image.fromarray(numpy_image.astype('uint8'), 'RGB')

Example 3: pil image to numpy

>>> pix = numpy.array(pic)