private void button1_Click(object sender, EventArgs e)
{
openFileDialog1.Filter = "Image Files(*.jpg; *.jpeg; *.gif; *.bmp)|*.jpg; *.jpeg; *.gif; *.bmp";
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
m[0] = new Bitmap(openFileDialog1.FileName);
List <Neuron> pattern = bitmapToPattern(m[0]);
imageMagnifier1.ImageToMagnify = m[0];
imageMagnifier1.MagnificationCoefficient = 10;
NN.AddPattern(pattern);
Bitmap bitmap = patternToBitmap(NN.Neurons);
imageMagnifier3.ImageToMagnify = bitmap;
imageMagnifier3.MagnificationCoefficient = 10;
//List<Neuron> randomPattern = generateRandomPattern(100);
//imageMagnifier2.ImageToMagnify = patternToBitmap(randomPattern);
//imageMagnifier2.MagnificationCoefficient = 10;
label1.Text = (NN.M).ToString();
}
}
private void CreatePattern(Bitmap img)
{
int row = img.Height;
int col = img.Width;
int offset = 0;
List <Neuron> pattern = new List <Neuron>();
for (int i = 0; i < row; i++)
{
for (int j = 0; j < col; j++)
{
Neuron n = new Neuron();
Color pixel = img.GetPixel(j, i);
if (pixel.B == 255 && pixel.G == 255 && pixel.R == 255)
{
n.State = NeuronStates.AlongField;
pic_box[offset + j].BackColor = Color.White;
}
else
{
n.State = NeuronStates.AgainstField;
pic_box[offset + j].BackColor = Color.Black;
}
pattern.Add(n);
}
offset += 10;
}
nn.AddPattern(pattern);
}
private void AddPattern()
{
Image imgPattern;
if (openFileDialog1.ShowDialog() == DialogResult.OK)
{
imgPattern = Image.FromFile(openFileDialog1.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);
}
}
patternList.Add(pattern);
NN.AddPattern(pattern);
PictureBox img = new PictureBox();
Padding myMargin = new Padding();
myMargin.All = 10;
img.Image = new Bitmap(imgPattern);
img.Width = 100;
img.Height = 80;
img.Margin = myMargin;
img.SizeMode = PictureBoxSizeMode.StretchImage;
StoredImgPanel.Controls.Add(img);
SelectPictureBtn.Enabled = true;
//UpdatePropertiesPB();
}
}
}
private void loadFile_Click(object sender, EventArgs e)
{
using (OpenFileDialog openFile = new OpenFileDialog())
{
openFile.Title = "Load Image";
openFile.Filter = "Image files (*.jpg, *.jpeg, *.jpe, *.png) | *.jpg; *.jpeg; *.jpe; ; *.png";
if (openFile.ShowDialog() == DialogResult.OK)
{
learnDialog learn = new learnDialog();
if (learn.ShowDialog() == DialogResult.OK)
{
int t = learn.Value;
Bitmap temp = new Bitmap(openFile.FileName);
List <Neuron> pattern = new List <Neuron>(n);
int midColor = Math.Abs((int)(Color.Black.ToArgb() / 2));
for (int i = 0; i < temp.Width; i++)
{
for (int j = 0; j < temp.Height; j++)
{
Neuron n = new Neuron();
int p = Math.Abs(temp.GetPixel(i, j).ToArgb());
p = Math.Abs(temp.GetPixel(i, j).ToArgb());
if (p < midColor)
{
temp.SetPixel(i, j, Color.White);
n.State = NeuronStates.AlongField;
}
else
{
temp.SetPixel(i, j, Color.Black);
n.State = NeuronStates.AgainstField;
}
pattern.Add(n);
}
}
pictureBox1.Image = temp;
for (int i = 0; i < t; i++)
{
network.AddPattern(pattern);
}
}
else
{
}
}
}
}
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;
}
