Several speed & code updates #19
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Seems nobody's looking at PR's here, but letting others know I've made a number of improvements.
It runs smoothly on modern pytorch (1.3) and refactored the code to eliminate redundant code. I also added some convenient methods that make it easier to do common things, like
detect_faces. Also, added integration tests.I independently found the same speed-up as @kir-dan in #4 and moved all that code into pytorch instead of numpy, so it can be fully run on GPU.