how to convert an RGB image to numpy array?

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You can use newer OpenCV python interface (if I’m not mistaken it is available since OpenCV 2.2). It natively uses numpy arrays:

import cv2
im = cv2.imread("abc.tiff",mode="RGB")
print type(im)

result:

<type 'numpy.ndarray'>

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