public BatchClassificationDialog(ref Klu klu, ref TrainingDataSet dataSet, ProcessOptions processOptions)
{
InitializeComponent();
_BackgroundWorker = new BackgroundWorker();
_BackgroundWorker.WorkerReportsProgress = true;
_BackgroundWorker.WorkerSupportsCancellation = true;
_BackgroundWorker.DoWork += new DoWorkEventHandler(DoWork);
_BackgroundWorker.RunWorkerCompleted += new RunWorkerCompletedEventHandler(RunWorkerCompleted);
_BackgroundWorker.ProgressChanged += new ProgressChangedEventHandler(ProgressChanged);
BrowseButton.IsEnabled = true;
CancelButton.IsEnabled = false;
ClassifyButton.IsEnabled = false;
_DataSet = dataSet;
_SelectedFiles = new ArrayList();
_ProcessOptions = processOptions;
// We want the images to be as less distorded as possible, so we disable all the overlays.
_ProcessOptions.DrawAnthropometricPoints = 0;
_ProcessOptions.DrawDetectionTime = 0;
_ProcessOptions.DrawFaceRectangle = 0;
_ProcessOptions.DrawSearchRectangles = 0;
_ProcessOptions.DrawFeaturePoints = 0;
_KLU = klu;
_FFP = new FaceFeaturePoints();
_TempBitmap = new System.Drawing.Bitmap(10, 10);
ExpressionsComboBox.ItemsSource = _DataSet.Expression;
ClassifyButton.Content = "Classify";
}
/// <summary>
/// Constructs a new AnnDialog.
/// </summary>
public AnnDialog(ref Klu Klu)
{
InitializeComponent();
_Klu = Klu;
#region Initialize ANN stuff
_ANN = new ANN();
_ANN.NumLayers = 3;
_ANN.SetNumNeurons(0, 38);
_ANN.SetNumNeurons(1, 6);
_ANN.SetNumNeurons(2, 7);
// Bind certain labels to ANN stuff
AnnNumLayers.DataContext = _ANN;
// Bind DataGrid to ANN-DataSet now
_DataSet = new DataSet("HiddenLayer");
_DataSet.Tables.Add("HiddenLayerTable");
uint tmp = 0;
_DataSet.Tables[0].Columns.Add("Neurons", tmp.GetType());
tmp = 6;
_DataSet.Tables[0].Rows.Add(tmp);
HiddenLayerDataGrid.DataContext = _DataSet.Tables[0];
#endregion
}
public BatchClassification(ref Klu klu, ref TrainingDataSet dataSet, ProcessOptions processOptions)
{
InitializeComponent();
_DataSet = dataSet;
_SelectedFiles = new ArrayList();
_ProcessOptions = processOptions;
// We want the images to be as less distorded as possible, so we disable all the overlays.
_ProcessOptions.DrawAnthropometricPoints = 0;
_ProcessOptions.DrawDetectionTime = 0;
_ProcessOptions.DrawFaceRectangle = 0;
_ProcessOptions.DrawSearchRectangles = 0;
_ProcessOptions.DrawFeaturePoints = 0;
_KLU = klu;
_FFP = new FaceFeaturePoints();
_TempBitmap = new System.Drawing.Bitmap(10, 10);
ExpressionsComboBox.ItemsSource = _DataSet.Expression;
ClassifyButton.Content = "Classify";
}
/// <summary>
/// The main entry point for this window.
/// </summary>
public MainWindow()
{
InitializeComponent();
Console.WriteLine("Loc: " + System.Reflection.Assembly.GetExecutingAssembly().Location);
try
{
_CurrentImagePathIndex = 0;
_ImagePathArray = new ArrayList();
_ProcessOptions = new ProcessOptions();
_FFP = new FaceFeaturePoints();
_ProcessOptions.DoEyeProcessing = 1;
_ProcessOptions.DoMouthProcessing = 1;
_ProcessOptions.DrawAnthropometricPoints = 0;
_ProcessOptions.DrawSearchRectangles = 0;
_ProcessOptions.DrawFaceRectangle = 1;
_ProcessOptions.DrawDetectionTime = 1;
_ProcessOptions.DrawFeaturePoints = 1;
_ProcessOptions.DoVisualDebug = 0;
#region Intialize encapsulated OpenCV subsystem
_KLU = new Klu();
_TempBitmap = new System.Drawing.Bitmap(10, 10);
// Create a Timer with a Normal Priority
_CaptureTimer = new DispatcherTimer(DispatcherPriority.ApplicationIdle, this.Dispatcher);
// Set the callback to just show the time ticking away
// NOTE: We are using a control so this has to run on
// the UI thread
_CaptureTimer.Tick += new EventHandler(
delegate(object s, EventArgs a)
{
_KLU.ProcessCaptureImage(ref _ProcessOptions, ref _FFP);
// Ensure the image (bitmap) we are writing to has the correct dimensions
int width = 0, height = 0;
_KLU.GetLastProcessedImageDims(ref width, ref height);
if (_TempBitmap.Width != width || _TempBitmap.Height != height)
{
Console.WriteLine("Need to resize the _TempBitmap to " + width + "x" + height);
_TempBitmap.Dispose();
GC.Collect();
_TempBitmap = new System.Drawing.Bitmap(width, height);
}
_KLU.GetLastProcessedImage(ref _TempBitmap);
_KLU.SetWpfImageFromBitmap(ref image1, ref _TempBitmap);
//_KLU.SetImageBrushFromBitmap(ref imageBrush, ref _TempBitmap);
}
);
#endregion
#region "Connect" to database
_TAM = new TableAdapterManager();
_DataSet = new TrainingDataSet();
// Load data from SQL database and fill our DataSet
_TAM.ExpressionTableAdapter = new ExpressionTableAdapter();
_TAM.TrainingTableAdapter = new TrainingTableAdapter();
LoadData();
#endregion
}
catch (Exception ex)
{
MessageBox.Show(ex.Message, "Error!", MessageBoxButton.OK, MessageBoxImage.Error);
}
}
