private void Menu_TestNeuralNetwork_Open_Image_Click(object sender, EventArgs e)
{
if (OpenImageFile.ShowDialog() == DialogResult.OK)
{
double[] InputData = new double[784];
int place = 0;
string ImagePath = OpenImageFile.FileName;
Bitmap img = new Bitmap(ImagePath);
for (int h = 0; h < img.Height; h++)
{
for (int w = 0; w < img.Width; w++)
{
Color pixel = img.GetPixel(w, h);
double brightness = Math.Abs((Math.Floor((((pixel.R + pixel.G + pixel.B) / 3) / 2.55)) / 100) - 1);
InputData[place] = brightness;
place++;
}
}
// Image Debug
///*
Bitmap outputImg = new Bitmap(img.Width, img.Height);
int i = 0;
for (int h = 0; h < img.Height; h++)
{
for (int w = 0; w < img.Width; w++)
{
if (InputData[i] == 1)
{
outputImg.SetPixel(w, h, Color.Red);
}
else if (InputData[i] == 0)
{
outputImg.SetPixel(w, h, Color.Black);
}
else
{
outputImg.SetPixel(w, h, Color.Blue);
}
i++;
}
}
outputImg.Save("1.jpg");//*/
// Calculate
MessageBox.Show(neural.TestNeuralNetwork(InputData));
//neural.LearnNeuralNetwork(InputData, "1", 200);
//MessageBox.Show(neural.TestNeuralNetwork(InputData));
}
}
//open image
private void stillImageSelectButton_Click(object sender, EventArgs e)
{
if (OpenImageFile.ShowDialog() == DialogResult.OK) //if image was selected
{
lockSizeToggle.Checked = false; // unlock the scale lock
StopAnimationTick(); //stop any previously running animation
if (Path.GetExtension(OpenImageFile.FileName) == ".gif")
{
LoadGifFromDisk();
}
else
{
LoadStillFromDisk();
}
}
}
