public void VisualizeDigit(ref DigitImage digitImage)
{
float[] pixels = mnistData.TestImages.Column(currentImage).ToArray();
int label = (int)(mnistData.TestLabels[currentImage]);
int predicting = network.mNeurons[network.lastLayerIndex].MaximumIndex();
digitImage.Update(pixels, label, predicting);
}
public GUI(uint width, uint height, string title) : base(width, height, title)
{
Width = (int)width;
Height = (int)height;
Neurons = new List <Neuron>();
Connections = new List <Connection>();
Visualizer = new NetworkVisualizer();
KeyPressed += new EventHandler <KeyEventArgs>(GUIEvents.OnKeyPress);
MouseButtonPressed += new EventHandler <MouseButtonEventArgs>(GUIEvents.OnMouseButtonPress);
Neurons = Visualizer.GenerateVisualNeurons(3f, Height, Width);
Connections = Visualizer.GenerateVisualConnections(0.5f, ref Neurons);
digitImage = new DigitImage();
Visualizer.Visualize(ref Neurons, ref Connections);
Visualizer.VisualizeDigit(ref digitImage);
}
