/// <summary>
/// Buttons the recognize click.
/// </summary>
/// <param name="sender">The sender.</param>
/// <param name="e">The <see cref="EventArgs"/> instance containing the event data.</param>
private void ButtonRecognizeClick(object sender, EventArgs e)
{
if (helper == null)
{
return;
}
var neuronHelper = new NeuronHelper();
var picture = new PictureContainer(picturePath, 10);
var vector = neuronHelper.ConvertToVector(picture);
var percentage = helper.Recognize(vector);
textBoxA.Text = Math.Abs(percentage[0]).ToString(CultureInfo.InvariantCulture);
textBoxB.Text = Math.Abs(percentage[1]).ToString(CultureInfo.InvariantCulture);
textBoxC.Text = Math.Abs(percentage[2]).ToString(CultureInfo.InvariantCulture);
picture.Picture.Dispose();
}
/// <summary>
/// Gets the vector container.
/// </summary>
/// <param name="pathA1">The path a1.</param>
/// <param name="pathA2">The path a2.</param>
/// <param name="pathA3">The path a3.</param>
/// <param name="pathB1">The path b1.</param>
/// <param name="pathB2">The path b2.</param>
/// <param name="pathB3">The path b3.</param>
/// <param name="pathC1">The path c1.</param>
/// <param name="pathC2">The path c2.</param>
/// <param name="pathC3">The path c3.</param>
/// <param name="neuronHelper">The helper.</param>
/// <returns></returns>
private VectorsContainer GetVectorContainer(String pathA1, String pathA2, String pathA3,
String pathB1, String pathB2, String pathB3,
String pathC1, String pathC2, String pathC3,
NeuronHelper neuronHelper)
{
var vectorA1 = neuronHelper.ConvertToVector(new PictureContainer(pathA1, 10));
var vectorA2 = neuronHelper.ConvertToVector(new PictureContainer(pathA2, 10));
var vectorA3 = neuronHelper.ConvertToVector(new PictureContainer(pathA3, 10));
var vectorB1 = neuronHelper.ConvertToVector(new PictureContainer(pathB1, 10));
var vectorB2 = neuronHelper.ConvertToVector(new PictureContainer(pathB2, 10));
var vectorB3 = neuronHelper.ConvertToVector(new PictureContainer(pathB3, 10));
var vectorC1 = neuronHelper.ConvertToVector(new PictureContainer(pathC1, 10));
var vectorC2 = neuronHelper.ConvertToVector(new PictureContainer(pathC2, 10));
var vectorC3 = neuronHelper.ConvertToVector(new PictureContainer(pathC3, 10));
return new VectorsContainer(vectorA1, vectorA2, vectorA3,
vectorB1, vectorB2, vectorB3,
vectorC1, vectorC2, vectorC3);
}
/// <summary>
/// Buttons the statistics click.
/// </summary>
/// <param name="sender">The sender.</param>
/// <param name="e">The <see cref="System.EventArgs"/> instance containing the event data.</param>
private void ButtonStatisticsClick(object sender, EventArgs e)
{
if (picturePath == null)
{
MessageBox.Show(Resources.ApplicationForm_ButtonStatisticsClick_Choose_picture_);
return;
}
var helper = new NeuronHelper();
var picture = new PictureContainer(picturePath, 13);
var vector = helper.ConvertToVector(picture);
var network = new HopfieldNetwork();
var thread = new Thread(() => ChooseCorrectVector(network, vector), 214748364);
thread.Start();
thread.Join();
picture.Picture.Dispose();
}
/// <summary>
/// Gets the vector container.
/// </summary>
/// <param name="pathA">The path aggregate.</param>
/// <param name="pathB">The path attribute.</param>
/// <param name="pathC">The path asynchronous.</param>
/// <param name="neuronHelper">The helper.</param>
/// <returns></returns>
private VectorsContainer GetVectorContainer(String pathA, String pathB, String pathC, NeuronHelper neuronHelper)
{
var vectorA = neuronHelper.ConvertToVector(new PictureContainer(pathA, 10));
var vectorB = neuronHelper.ConvertToVector(new PictureContainer(pathB, 10));
var vectorC = neuronHelper.ConvertToVector(new PictureContainer(pathC, 10));
return new VectorsContainer(vectorA, vectorB, vectorC);
}
/// <summary>
/// Buttons the teach click.
/// </summary>
/// <param name="sender">The sender.</param>
/// <param name="e">The <see cref="System.EventArgs"/> instance containing the event data.</param>
private void ButtonTeachClick(object sender, EventArgs e)
{
var helper = new NeuronHelper();
var picture = new PictureContainer(PicturesPath.PathToOriginalA, 13);
NeuronHelper.VectorA = helper.ConvertToVector(picture);
var matrixA = helper.CreateMatrix(NeuronHelper.VectorA);
picture = new PictureContainer(PicturesPath.PathToOriginalB, 13);
NeuronHelper.VectorB = helper.ConvertToVector(picture);
var matrixB = helper.CreateMatrix(NeuronHelper.VectorB);
picture = new PictureContainer(PicturesPath.PathToOriginalC, 13);
NeuronHelper.VectorC = helper.ConvertToVector(picture);
var matrixC = helper.CreateMatrix(NeuronHelper.VectorC);
HopfieldNetwork.MatrixW = helper.CreateCoefficientsMatrix(matrixA, matrixB, matrixC);
textBoxStatistics.Text += @"Network has been taught." + Environment.NewLine;
ScrollTextBox();
}
