public void GetTokens()
{
Progress = new GettingTokensProgressReportModel();
Progress.MaxProgress = Plants.Sum(x => x.LeafImages.Count);;
Progress.ImagesProcessed = 0;
Progress.Status = "Obrađivanje...";
dynamic settings = SetSettingsForProgressReportPopup();
Task.Run(() =>
{
foreach (var plant in Plants)
{
foreach (var leafImage in plant.LeafImages)
{
ImageProcessor imageProcessor = new ImageProcessor(leafImage);
imageProcessor.EdgeDetect(Threshold);
imageProcessor.Thinning();
imageProcessor.CheckLines(MinLine);
imageProcessor.MarkPoints(Distance);
imageProcessor.CalcAngels();
List <LeafToken> leafTokens = imageProcessor.GetTokens();
double[] input = new double[NumberOfInputNodes];
for (int i = 0; i < NumberOfInputNodes; i++)
{
input[i] = i < leafTokens.Count - 1 ? leafTokens[i].Sin : 0;
}
double[] output = new double[Plants.Count];
for (int i = 0; i < Plants.Count; i++)
{
output[i] = i == plant.Id ? 1.0 : 0.0;
}
DataPoint dataPoint = new DataPoint(input, output);
_dataSet.Data.Add(dataPoint);
Progress.ImagesProcessed++;
NotifyOfPropertyChange(() => Progress);
ProgressChanged?.Invoke(this, Progress);
}
}
SaveData();
NotifyOfPropertyChange(() => CanTrainNetwork);
});
WindowManager window = new WindowManager();
window.ShowDialog(new GettingTokensProgressBarViewModel(ref _progress, settings, this));
}
