public TrainingWindow()
{
InitializeComponent();
BDelete.IsEnabled = false;
BUpdate.IsEnabled = false;
isEditingXML = false;
listdata = TrainingData.Deserialize(IMAGES_PATH);
CBInterpolation.ItemsSource = Enum.GetValues(typeof(Emgu.CV.CvEnum.Inter));
CBInterpolation.SelectedIndex = 0;
CBGender.ItemsSource = Enum.GetValues(typeof(GenderEnum));
CBGender.SelectedIndex = 0;
foreach (TrainingData data in listdata)
{
switch (data.label)
{
case GenderEnum.MALE:
male++;
break;
case GenderEnum.FEMALE:
female++;
break;
default:
break;
}
}
TBGenderCount.Text = string.Format("Male: {0} Female: {1}", male, female);
currentData = new TrainingData();
Photo.Stretch = Stretch.Fill;
pathIndex = 0;
FaceRecognizer fr = new EigenFaceRecognizer(16, 123);
if (File.Exists(TRAINING_PATH))
{
fr.Load(TRAINING_PATH);
}
GenderClassifier.threshold = 100;
_genderClassifier = new GenderClassifier {
classifier = new CascadeClassifier("Classifiers\\haarcascade_frontalface_alt2.xml"),
faceRecognizer = fr,
recognizerHeight = MainWindow.recognitionHeight,
recognizerWidth = MainWindow.recognitionWidth
};
}
public MainWindow()
{
InitializeComponent();
Loaded += MainWindowLoaded;
Closing += MainWindowClosing;
ExcelManager.CreateSingleton(ConfigurationManager.AppSettings["DemographicsLocation"]);
Configuration confg = ConfigurationManager.OpenExeConfiguration(ConfigurationUserLevel.None);
if (confg.AppSettings.Settings["Width"] == null || !int.TryParse(confg.AppSettings.Settings["Width"].Value, out recognitionWidth))
{
recognitionWidth = 120;
confg.AppSettings.Settings.Add(new KeyValueConfigurationElement("Width", recognitionWidth.ToString()));
confg.Save(ConfigurationSaveMode.Modified);
ConfigurationManager.RefreshSection("appSettings");
}
if (confg.AppSettings.Settings["Height"] == null || !int.TryParse(confg.AppSettings.Settings["Height"].Value, out recognitionHeight))
{
recognitionHeight = 120;
confg.AppSettings.Settings.Add(new KeyValueConfigurationElement("Height", recognitionHeight.ToString()));
confg.Save(ConfigurationSaveMode.Modified);
ConfigurationManager.RefreshSection("appSettings");
}
if (confg.AppSettings.Settings["DemographicsLocation"] == null)
{
string path = @"..\demo.xlsx";
ExcelManager.CreateSingleton(path);
confg.AppSettings.Settings.Add(new KeyValueConfigurationElement("DemographicsLocation", path.ToString()));
confg.Save(ConfigurationSaveMode.Modified);
ConfigurationManager.RefreshSection("appSettings");
}
else
{
ExcelManager.CreateSingleton(ConfigurationManager.AppSettings["DemographicsLocation"]);
}
#if ON_TOP
StatusValue.Text = "Debugging!";
Activated += MainWindowActive;
Deactivated += MainWindowHidden;
#else
StatusValue.Text = "Release";
#endif
mouseController = new KinectMouseController();
FaceRecognizer fr = new EigenFaceRecognizer(14, 123);
fr.Load(TrainingWindow.TRAINING_PATH);
#if SHOW_CAMERA
imgViewer = new ImageViewer();
imgViewer.Show();
#endif
GenderClassifier.threshold = 50D;
_genderClassifier = new GenderClassifier {
classifier = new CascadeClassifier(CLASSIFIER_PATH),
faceRecognizer = fr,
recognizerWidth = recognitionWidth,
recognizerHeight = recognitionHeight
};
areaOfInterest = new Rectangle(CROPPED_X, CROPPED_Y, CROPPED_WIDTH, CROPPED_HEIGHT);
}
