private void panel1_MouseDown(object sender, MouseEventArgs e)
{
Risovatel.Painter(e, Graphics.FromImage(cartina));
pictureBox1.Image = cartina;
IsClicked = true;
}
private void panel1_MouseMove(object sender, MouseEventArgs e)
{
if (IsClicked)
{
Risovatel.Painter(e, Graphics.FromImage(cartina));
}
pictureBox1.Image = cartina;
}
private void panel1_MouseUp(object sender, MouseEventArgs e)
{
if (IsClicked)
{
Risovatel.Painter(e, Graphics.FromImage(cartina));
pictureBox1.Image = cartina;
vectorBitmap = new Bitmap(Risovatel.ResizeImageMinImage(cartina, 15));
pictureBox2.Image = Risovatel.ResizeImageMaxImage(vectorBitmap, 300);
var arr = Parser.BMPToArray(vectorBitmap);
vector = Parser.ArrayToVector(arr);
IsClicked = false;
}
}
private void button4_Click(object sender, EventArgs e)
{
if (bazaZnaniy.Brain == null)
{
bazaZnaniy.CreateNewBrain(vector.Length); //если персептрона нет, создаем новый
}
var vyborka = new Bitmap("vyborkaTraining.bmp");
var y = 0;
var width = 16;
var height = 20;
var chars = "0123456789abcdefghijklmnopqrstuvwxyz";
TrainingSet.Chars = new List <string>();
TrainingSet.Vectors = new List <int[]>();
foreach (var bukva in chars)
{
for (var i = 0; i < 39; i++)
{
var oblastClone = vyborka.Clone(new Rectangle(i * (width + 3), y, width, height),
vyborka.PixelFormat);
var currentImg = new Bitmap(20, 20);
var gr = Graphics.FromImage(currentImg);
gr.FillRectangle(new SolidBrush(Color.White), 0, 0, 20, 20);
gr.DrawImage(oblastClone, new Rectangle(2, 0, width, height));
currentImg = Risovatel.ResizeImageMinImage(currentImg, 15);
var vect = Parser.ArrayToVector(Parser.BMPToArray(currentImg));
TrainingSet.Chars.Add(bukva.ToString());
TrainingSet.Vectors.Add(vect);
}
y += 23;
}
bazaZnaniy.TrainingFromFile();
button2.Enabled = true;
MessageBox.Show("OK");
}