void im_Click(object sender, EventArgs e)
{
ImageMagnifier.ImageMagnifier im = (ImageMagnifier.ImageMagnifier)sender;
this.nnState.ImageToMagnify = im.ImageToMagnify;
Form2 form2 = new Form2();
form2.ShowDialog();
Random rng = new Random();
int j = 0, k = 0;
for (int i = 0; i < form2.scrambleLevel; i++)
{
j = rng.Next(imageSize);
k = rng.Next(imageSize);
if (nnState.pixels[j, k] == Color.Black.ToArgb())
{
nnState.pixels[j, k] = Color.White.ToArgb();
}
else if (nnState.pixels[j, k] == Color.White.ToArgb())
{
nnState.pixels[j, k] = Color.Black.ToArgb();
}
}
selectedAPattern = true;
nnState.Invalidate();
}
void im_Click(object sender, EventArgs e)
{
ImageMagnifier.ImageMagnifier im = (ImageMagnifier.ImageMagnifier)sender;
this.imNNState.ImageToMagnify = im.ImageToMagnify;
frmAddDistortion frmaddDistortion = new frmAddDistortion();
frmaddDistortion.ShowDialog();
Random r = new Random();
int p = 0;
int k = 0;
for (int i = 0; i < frmaddDistortion.DistortionLevel; i++)
{
p = r.Next(imageDim);
k = r.Next(imageDim);
if (imNNState.pixels[k, p] == Color.Black.ToArgb())
{
imNNState.pixels[k, p] = Color.White.ToArgb();
}
else if (imNNState.pixels[k, p] == Color.White.ToArgb())
{
imNNState.pixels[k, p] = Color.Black.ToArgb();
}
}
lblEnergy.Text = "0";
patternSelected = true;
imNNState.Invalidate();
}
private void AddPatternBut_Click(object sender, EventArgs e)
{
Image imgPattern;
if (ofd.ShowDialog() == DialogResult.OK)
{
imgPattern = Image.FromFile(ofd.FileName);
if (imgPattern.Width != imageDim || imgPattern.Height != imageDim)
{
MessageBox.Show("Image size must be " + imageDim.ToString() + "x" + imageDim.ToString() + " pixels", "Wrong image size", MessageBoxButtons.OK, MessageBoxIcon.Information);
}
else
{
int[,] patternPixels;
int p = 0;
int midColor = Math.Abs((int)(Color.Black.ToArgb() / 2));
Bitmap b = new Bitmap(imgPattern);
patternPixels = new int[imageDim, imageDim];
List <Neuron> pattern = new List <Neuron>(imageDim * imageDim);
for (int i = 0; i < imageDim; i++)
{
for (int j = 0; j < imageDim; j++)
{
Neuron n = new Neuron();
p = Math.Abs(b.GetPixel(i, j).ToArgb());
if (p < midColor)
{
b.SetPixel(i, j, Color.White);
n.State = NeuronStates.AlongField;
}
else
{
b.SetPixel(i, j, Color.Black);
n.State = NeuronStates.AgainstField;
}
pattern.Add(n);
}
}
NN.AddPattern(pattern);
ImageMagnifier.ImageMagnifier im = new ImageMagnifier.ImageMagnifier();
im.ImageToMagnify = b;
im.MagnificationCoefficient = 8;
im.Location = new System.Drawing.Point(1, ((NN.M - 1) * (imageDim + 2) * im.MagnificationCoefficient));
im.Size = new System.Drawing.Size(imageDim * im.MagnificationCoefficient, imageDim * im.MagnificationCoefficient);
im.TabIndex = 0;
im.Click += new EventHandler(im_Click);
panelStoredImages.Controls.Add(im);
butRunDynamics.Enabled = true;
UpdatePropertiesPB();
}
}
}
private void AddPatternBut_Click(object sender, EventArgs e)
{
Image imgPattern;
if (ofd.ShowDialog() == DialogResult.OK)
{
imgPattern = Image.FromFile(ofd.FileName);
if (imgPattern.Width != imageDim || imgPattern.Height != imageDim)
{
MessageBox.Show("Image size must be " + imageDim.ToString() + "x" + imageDim.ToString() + " pixels", "Wrong image size", MessageBoxButtons.OK, MessageBoxIcon.Information);
}
else
{
int[,] patternPixels;
int p = 0;
int midColor = Math.Abs((int)(Color.Black.ToArgb() / 2));
Bitmap b = new Bitmap(imgPattern);
patternPixels = new int[imageDim, imageDim];
List<Neuron> pattern = new List<Neuron>(imageDim * imageDim);
for (int i = 0; i < imageDim; i++)
for (int j = 0; j < imageDim; j++)
{
Neuron n = new Neuron();
p = Math.Abs(b.GetPixel(i, j).ToArgb());
if (p < midColor)
{
b.SetPixel(i, j, Color.White);
n.State = NeuronStates.AlongField;
}
else
{
b.SetPixel(i, j, Color.Black);
n.State = NeuronStates.AgainstField;
}
pattern.Add(n);
}
NN.AddPattern(pattern);
ImageMagnifier.ImageMagnifier im = new ImageMagnifier.ImageMagnifier();
im.ImageToMagnify = b;
im.MagnificationCoefficient = 8;
im.Location = new System.Drawing.Point(1, ((NN.M - 1) * (imageDim + 2) * im.MagnificationCoefficient));
im.Size = new System.Drawing.Size(imageDim * im.MagnificationCoefficient, imageDim * im.MagnificationCoefficient);
im.TabIndex = 0;
im.Click += new EventHandler(im_Click);
panelStoredImages.Controls.Add(im);
butRunDynamics.Enabled = true;
UpdatePropertiesPB();
}
}
}
private void openFileDialog1_FileOk(object sender, CancelEventArgs e)
{
Bitmap b = new Bitmap(openFileDialog1.FileName);
int p = 0;
int divider = Math.Abs((int)(Color.Black.ToArgb() / 2));
List <Neuron> neuralnet = new List <Neuron>(imageSize * imageSize);
for (int i = 0; i < imageSize; i++)
{
for (int j = 0; j < imageSize; j++)
{
Neuron n = new Neuron();
p = Math.Abs(b.GetPixel(i, j).ToArgb());
if (p < divider)
{
b.SetPixel(i, j, Color.White);
n.State = NeuronStates.AlongField;
}
else
{
b.SetPixel(i, j, Color.Black);
n.State = NeuronStates.AgainstField;
}
neuralnet.Add(n);
}
}
NN.AddPattern(neuralnet);
ImageMagnifier.ImageMagnifier im = new ImageMagnifier.ImageMagnifier();
im.MagnificationCoefficient = 6;
im.ImageToMagnify = b;
im.Location = new System.Drawing.Point(13, ((NN.M - 1) * (imageSize + 2) * im.MagnificationCoefficient));
im.Size = new System.Drawing.Size(10 * im.MagnificationCoefficient, imageSize * im.MagnificationCoefficient);
im.TabIndex = 0;
im.Click += new EventHandler(im_Click);
patternspanel.Controls.Add(im);
runbtn.Enabled = true;
}
