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I installed opencv in python3 using pip. It runs well in terminal, but when I try to run it in idle, it cannot import cv2. What could be the solution? I am using vim as my python idle.

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It could be an issue of having multiple python versions on your machine, you should select the python interpreter that is global to your system "that which utilises" pip in terminal.

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