private void Test()
{
string folderImport = (string)TestFolderImportLabel.Content;
string testImagePath = (string)ImageElectionLabel.Content;
if (folderImport == "Not defined" || testImagePath == "Not defined")
{
System.Windows.MessageBox.Show("Invalid directory path");
return;
}
Bitmap testImage = (Bitmap)Bitmap.FromFile(testImagePath);
testImage = new Bitmap(testImage, AdvancedOptions._nBitmapSize, AdvancedOptions._nBitmapSize);
object[] returned = DataHandler.ProcessInputTest(folderImport);
if (returned == null)
{
return;
}
List <string> labels = (List <string>)returned[0];
Cell[,] map = (Cell[, ])returned[1];
lh = new LabelingHandler(labels);
kn = new KohonenNetwork(testImage, lh, map);
}
private void Train()
{
string folderImport = (string)TrainFolderImportLabel.Content;
string folderLabels = (string)TrainLabelImportLabel.Content;
string folderSave = (string)TrainFolderSaveLabel.Content;
if (folderImport == "Not defined" || folderLabels == "Not defined" || folderSave == "Not defined")
{
System.Windows.MessageBox.Show("Invalid directory path");
return;
}
object[] returned = DataHandler.ProcessInputTrain(folderImport, folderLabels);
if (returned == null)
{
return;
}
List <string> labels = (List <string>)returned[0];
List <Bitmap> sourceData = (List <Bitmap>)returned[1];
lh = new LabelingHandler(labels);
kn = new KohonenNetwork(sourceData, lh, folderSave);
started = true;
}