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());
}
