private void button_Koh_Click(object sender, EventArgs e)
{
gr.Clear(BackColor);
for (int i = 0; i < knet.HiddenLayers.Count; i++)
{
for (int j = 0; j < knet.HiddenLayers[i].neurons.Count; j++)
{
VectorRGB s = new VectorRGB(
knet.HiddenLayers[i].neurons[j].inLinks[0].w,
knet.HiddenLayers[i].neurons[j].inLinks[1].w,
knet.HiddenLayers[i].neurons[j].inLinks[2].w
);
gr.DrawEllipse(new Pen(s.ToColor(), 10), 20 * (i + 1), 50 * (j + 1), 20, 20);
neuroPoint.Add(new Point(20 * (i + 1), 50 * (j + 1) + 10));
}
}
double koefKoh = 1.3, addingKoef = 0.1;
for (int i = 0; i < vectors.Count; i++)
{
knet.InputLayer.neurons[0].imp = vectors[i].r / 255d;
knet.InputLayer.neurons[1].imp = vectors[i].g / 255d;
knet.InputLayer.neurons[2].imp = vectors[i].b / 255d;
knet.RunIteration();
int winneri = 0, winnerj = 0;
var b = knet.Study(koefKoh, out winneri, out winnerj, addingKoef);
if (b)
{
pictureBox_NeuroShedule.Image = PointNeuron.Draw(knet, pictureBox_NeuroShedule.Width, pictureBox_NeuroShedule.Height, out listPointNeuron);
}
//gr.DrawRectangle(new Pen(vectors[i].ToColor(), 10), (float)(pictureBox_NeuroWorking.Width * i / vectors.Count), neuroPoint[neunum].Y, 10, 10);
knet.ClearImps();
}
//!
textBoxInfo.Text = "";
for (int i = 0; i < knet.HiddenLayers[0].neurons.Count; i++)
{
for (int j = 0; j < knet.HiddenLayers[0].neurons[i].inLinks.Count; j++)
{
textBoxInfo.Text += "hl" + i + "," + j + ": " + knet.HiddenLayers[0].neurons[i].inLinks[j].w + Environment.NewLine;
}
textBoxInfo.Text += Environment.NewLine;
}
pictureBox_NeuroWorking.Image = bitmap;
}
/// <summary>
/// Draws a layed out VectorRGB field in the inspector
/// </summary>
static public VectorRGB VectorRGBFieldLayout(VectorRGB value, GUIContent label)
{
Rect position = EditorGUILayout.GetControlRect();
values [0] = value.r;
values [1] = value.g;
values [2] = value.b;
EditorGUI.MultiFloatField(position, label, sublabels, values);
value.r = values [0];
value.g = values [1];
value.b = values [2];
return(value);
}
/// <summary>
/// Try saving a VectorRGB into a SerializedProperty
/// </summary>
static public void ToProperty(SerializedProperty property, VectorRGB value)
{
property.FindPropertyRelative("r").floatValue = value.r;
property.FindPropertyRelative("g").floatValue = value.g;
property.FindPropertyRelative("b").floatValue = value.b;
}
