private void OnBtnTrainClick(object sender, RoutedEventArgs e)
{
_lattice = new Lattice(_dataContext.Width, _dataContext.Height, INPUT_DIMENSION,
_dataContext.NumberOfIterations,
_dataContext.LearningRate);
_dataContext.ProgressBar = 0;
_dataContext.Stopwatch = Stopwatch.StartNew();
_dispatcherTimer.Start();
var input = _dataContext.OriginalImage.ToVectors().ToArray();
_backgroundWorker.RunWorkerAsync(input);
}
public MainWindow()
{
InitializeComponent();
_dataContext = new ImageSomCompressorDataContext();
DataContext = _dataContext;
_lattice = new Lattice(3, 3, INPUT_DIMENSION, 100, 0.5);
_backgroundWorker = new BackgroundWorker
{
WorkerReportsProgress = true,
WorkerSupportsCancellation = true
};
_backgroundWorker.DoWork += OnBackgroundWorker_DoWork;
_backgroundWorker.ProgressChanged += OnBackgroundWorker_ProgressChanged;
_backgroundWorker.RunWorkerCompleted += OnBackgroundWorker_ProgressChanged_Complete;
_dispatcherTimer.Interval = new TimeSpan(0, 0, 0, 1);
_dispatcherTimer.Tick += OnDispatcherTimer_Tick;
}
public ILattice <AEDomain> Join(ILattice <AEDomain> right) => new AELattice(Domain.Intersect(right.GetDomain()).ToDomain());
public bool PartialOrder(ILattice <AEDomain> right) => Domain.IsSupersetOf(right.GetDomain());
