This nice tutorial details step by step how to setup OpenCV (for Open Source Computer Vision) into Windows & PyCharm.
http://docs.opencv.org/3.1.0/d5/de5/tutorial_py_setup_in_windows.html
I used it for programming a recognition model for Dogs versus Cats, a classic Kaggle challenge.
https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition
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