I was gonna do that! Didn't get around to it yet but I'd love an extension like this one and that was high on my TODO, can't wait for your implementation. I think in this case a kNN neural network would probably do the trick, since you only have 2 outputs and a 2d plane?
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I would go with the Naive Bayes classifier. Simple to implement and fast to run.
To be honest, I will use plug and play libs. I should prove it first, then I can optimize it.
Still, most libs like Tensorflow allow you to choose the Classifier, you should test which works best!