private void NetworkLayers_SelectedIndexChanged(object sender, EventArgs e)
{
if (IsActivated)
{
var layer = NetworkLayers.SelectedIndex;
ActivationMapsScroll.Enabled = true;
ActivationMapsScroll.Value = 0;
ActivationMapsScroll.Minimum = 0;
ActivationMapsScroll.Maximum = cnn.Layers[layer].Activation.i - 1;
var map = ActivationMapsScroll.Value;
ActivationX.Text = cnn.Layers[layer].Activation.x.ToString("D", ManagedMatrix.ci);
ActivationY.Text = cnn.Layers[layer].Activation.y.ToString("D", ManagedMatrix.ci);
ActivationMapsTextBox.Text = map.ToString("D", ManagedMatrix.ci);
DrawActivationMap(layer, map);
if (layer >= 0 && layer < cnn.Layers.Count && cnn.Layers[layer].Type != LayerTypes.Convolution)
{
FeatureMapPanel.Hide();
FeatureMapJ.Enabled = false;
FeatureMapI.Enabled = false;
}
else
{
FeatureMapPanel.Show();
FeatureMapJ.Enabled = true;
FeatureMapI.Enabled = true;
FeatureMapJ.Value = 0;
FeatureMapJ.Minimum = 0;
FeatureMapJ.Maximum = cnn.Layers[layer].FeatureMap.j - 1;
FeatureMapI.Value = 0;
FeatureMapI.Minimum = 0;
FeatureMapI.Maximum = cnn.Layers[layer].FeatureMap.i - 1;
var i = FeatureMapI.Value;
var j = FeatureMapJ.Value;
FeatureMapX.Text = cnn.Layers[layer].FeatureMap.x.ToString("D", ManagedMatrix.ci);
FeatureMapY.Text = cnn.Layers[layer].FeatureMap.y.ToString("D", ManagedMatrix.ci);
FeatureMapIText.Text = i.ToString("D", ManagedMatrix.ci);
FeatureMapJText.Text = j.ToString("D", ManagedMatrix.ci);
DrawFeatureMap(layer, i, j);
}
}
}
void InitializeUI()
{
Digit = new Bitmap(DigitBox.Width, DigitBox.Height);
CopyBitmap(Digit);
CopyClassification();
OpenImageDialog = new OpenFileDialog();
OpenImageDialog.InitialDirectory = BaseDirectory;
OpenImageDialog.Filter = "png files (*.png)|*.png|jpg files (*.jpg)|*.jpg|bmp files (*.bmp)|*.bmp|All files (*.*)|*.*";
OpenImageDialog.FilterIndex = 1;
for (int i = 0; i < cnn.Layers.Count; i++)
{
if (cnn.Layers[i].Type == LayerTypes.Input)
{
NetworkLayers.Items.Add(String.Format("{0} Input", i));
}
else if (cnn.Layers[i].Type == LayerTypes.Convolution)
{
NetworkLayers.Items.Add(String.Format("{0} Convolution", i));
}
else if (cnn.Layers[i].Type == LayerTypes.Subsampling)
{
NetworkLayers.Items.Add(String.Format("{0} Subsampling / Pooling", i));
}
}
Probability0.ReadOnly = true;
Probability1.ReadOnly = true;
Probability2.ReadOnly = true;
Probability3.ReadOnly = true;
Probability4.ReadOnly = true;
Probability5.ReadOnly = true;
Probability6.ReadOnly = true;
Probability7.ReadOnly = true;
Probability8.ReadOnly = true;
Probability9.ReadOnly = true;
FeatureMapPanel.Hide();
}
