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To prevent having a mix of OpenCV 2.x and 3.x codes, I shall stick to OpenCV 3.x for the duration of the OpenCV-Python Tutorials as suggested by the Authors.
Even though the OpenCV 2.x version is very mature and well documented, the OpenCV-Python Tutorials are written base on OpenCV 3.x version.