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Freeing Memory with Python

I'm using OpenCV 3.1, Python 3.5, and Windows 7. When I load large pictures I get an insufficient memory error. I believe I would be able to avoid this if I were able to free the pictures I loaded in OpenCV before I moved onto my next step, but I don't know if there's a way to do this using Python. Is there?