@Override
@FXML
void initialize() {
super.initialize();
setUpChoice(algorithm, learners.getTypeNames());
setUpChoice(trainingSet, videos.getVideoChoices());
train.setOnAction(e -> train());
for (Move move : Move.values()) {
category.getItems().add(move);
}
}
@FXML
void train() {
try {
learner = learners.newInstanceOf(algorithm.getSelectionModel().getSelectedItem());
BlockingQueue<Duple<Move, AdaptedYUYVImage>> imgs = new ArrayBlockingQueue<>(1);
startProducerThread(trainingSet.getSelectionModel().getSelectedItem(), imgs);
label.setTextFill(Color.BLACK);
label.setText("0");
startConsumerThread(
imgs,
mImg -> {
Platform.runLater(
() -> {
label.setText(Integer.toString(Integer.parseInt(label.getText()) + 1));
learner.train(mImg.getSecond(), mImg.getFirst());
});
});
} catch (InstantiationException e) {
reportProblem(e);
} catch (IllegalAccessException e) {
reportProblem(e);
}
}