public void ApplyIndicator(int salidas, List <double[, ]> matricesPeso, List <double[]> vectorUmbrales, int capas, int[] neuronasCapa, string[] FACapa, string FASalida)
{
for (int i = 0; i < _nRows; i++)
{
for (int j = 0; j < _nColumns; j++)
{
Color colorPixel = _originalImage.GetPixel(i, j);
var red = (double)colorPixel.R;
var green = (double)colorPixel.G;
var blue = (double)colorPixel.B;
var varIndex = new double[1] {
(green - red) / (green + red - blue)
};
var varTruncate = new double[1] {
(Math.Truncate(10 * varIndex[0]) / 10)
};
GetPercentageByColor(varTruncate[0]);
if (varTruncate[0] > 1)
{
varTruncate[0] = 1;
}
else if (varTruncate[0] < -1)
{
varTruncate[0] = -1;
}
else if (double.IsNaN(varTruncate[0]))
{
varTruncate[0] = -1;
}
double[] finalColor = _backpropagation.Simular(salidas, varTruncate, matricesPeso, vectorUmbrales, capas, neuronasCapa, FACapa, FASalida);
string binary = "";
for (int k = 0; k < finalColor.Length; k++)
{
binary += finalColor[k].ToString();
}
string hexFinalColor = Conversiones.BinaryStringToHexString(binary);
_originalImage.SetPixel(i, j, Conversiones.HexToColor(hexFinalColor));
_progresBar.Value = (100 * i + 1) / (_nRows);
}
}
}
