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I ran into the same problem. Later I just used pip to install a module called "opencv-python" and it's working well. Just simply open cmd or powershell and type:

pip install opencv-python

If you have python2 installed alongside python3, you need to type:

pip3 install opencv-python

Hopefully this will work.