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Well on my Linux system I

  • Download latest OpenCV code
  • Install all python3-dev, python3-scipy and python3-numpy packages
  • Build sources with CMAKE, making sure it finds Python3
  • Do a make and sudo make install

Now whenever I want to access OpenCV through Python I fire up python3, then run import cv2 and that just works out of the blue.