private void handleGestureData(Reader reader) throws Exception { GestureData gestureData = new Gson().fromJson(reader, GestureData.class); if (gestureData.getName() == null) { classify(gestureData); } else { train(gestureData); } }
private void train(GestureData gestureData) throws Exception { Classifier.getInstance() .addGesture(gestureData.getName(), gestureData.getCommand(), gestureData.getValues()); }
private void classify(GestureData gestureData) throws Exception { TimeSeries timeSeries = Utils.dataToTimeSeries(gestureData.getValues()); Gesture gesture = Classifier.getInstance().knn(1, timeSeries); System.out.println(gesture); Keyboard.getInstance().type(gesture.getCommand()); }