Ended up using Python. Pyqt4 + opencv. Cool thing is that the code is 100% cross-platform so far. I don't even have to check what platform I'm on.
I guess the biggest problem is the latency through the camera and the image-processing pipeline. I'm thinking of some ways to feed that into the PID controller.
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