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This includes the full_object_detection, a new struct in the same
vein as the simple_object_detector_training_options and of
course, the shape predictor classes themselves.

All of training, fitting and testing are wrapped.

Also, move the vectorize template into its own header to
stop having to declare it again in vector.

python.