def url_to_image(url, flag=cv2.IMREAD_COLOR):
""" download the image, convert it to a NumPy array, and then read
it into OpenCV format """
resp = urlopen(url)
image = np.asarray(bytearray(resp.read()), dtype="uint8")
image = cv2.imdecode(image, flag)
return image
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