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Also, removed the saving of the upsample which I missed from
before (since I'm not using the struct now). I understand why
the upsample was being saved, but I don't necessarily agree it
is particularly useful as you should really be upsampling on
a case by case basis at test time.

I also cleaned up a bunch of code. I'm not sure why the
simple_object_detector was keeping track of the upsample amount,
since it can't even be passed as an argument to the constructor.
Therefore, I removed the simple_object_detector_py and the second
declaration of the hog object detector. I also changed the
view code to optionally take keyword args of color and added
a single view of a rectangle.

Finally, I added viewing of the shape parts.

Can either be a list of full_object_detections or a single
full_object_detection. I couldn't get the vector type to work
for full_object_detection due to a template error.

This deals with converting python objects to dlib objects

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

Exposes the test method, but takes in images and bounding boxes.
Seems fairly simply to extend the API

be built without GUI support.

directly on already loaded data rather than needing to use an XML file as
input.

in color instead of always converting to grayscale.