static void Main(string[] args)
{
string pathToSamples="C:\\Users\\am.kuznecov\\Desktop\\Enslaver2000\\FotoSamples\\";
System.IO.DirectoryInfo directory = new DirectoryInfo(pathToSamples);
FileInfo[] filesForTeach = directory.GetFiles();
NeuralNetwork neuralNet = new NeuralNetwork("c:\\tmp\\NN\\", 4);
List<string>
man1Files = new List<string>(), //Барган Алексей
man2Files = new List<string>(), //Тарас
man3Files = new List<string>(), //Полина
man4Files = new List<string>(), //Северьянов Алексей
smileFiles = new List<string>() { "face1.bmp", "face4.bmp", "face14.bmp", "face16.bmp", "face17.bmp", "face20.bmp", "face26.bmp" };
for (int i = 1; i <= 12; i++)
{
man1Files.Add("face" + i.ToString() + ".bmp");
}
for (int i = 13; i <= 18; i++)
{
man2Files.Add("face" + i.ToString() + ".bmp");
}
for (int i = 19; i <= 22; i++)
{
man3Files.Add("face" + i.ToString() + ".bmp");
}
for (int i = 23; i <= 29; i++)
{
man4Files.Add("face" + i.ToString() + ".bmp");
}
neuralNet.DeleteTeachedData();
foreach (var item in filesForTeach)
{
Bitmap bitmap = new Bitmap(item.FullName);
bool isSmile = (smileFiles.Contains(item.Name));
bool isMan = !(man3Files.Contains(item.Name));
if (man1Files.Contains(item.Name))
{
neuralNet.RememberThis(bitmap, isMan, isSmile, 0);
}
if (man2Files.Contains(item.Name))
{
neuralNet.RememberThis(bitmap, isMan, isSmile, 1);
}
if (man3Files.Contains(item.Name))
{
neuralNet.RememberThis(bitmap, isMan, isSmile, 2);
}
if (man4Files.Contains(item.Name))
{
neuralNet.RememberThis(bitmap, isMan, isSmile, 3);
}
}
neuralNet.ApplyTeachedDataToNeuralNetwork();
neuralNet.SaveNeuralNetwork();
NeuralNetwork neuralNet1 = new NeuralNetwork("c:\\tmp\\NN\\", 4);
neuralNet1.RestoreNeuralNetwork();
bool man=false;
bool smile=false;
int indexOfMan=0;
neuralNet1.RecognizeThis(new Bitmap(pathToSamples+"face23.bmp"),ref man, ref smile, ref indexOfMan);
neuralNet1.RecognizeThis(new Bitmap(pathToSamples+"ControlImage\\SadBargan.bmp"),ref man, ref smile, ref indexOfMan);
neuralNet1.RecognizeThis(new Bitmap(pathToSamples+"ControlImage\\SadSever.bmp"),ref man, ref smile, ref indexOfMan);
neuralNet1.RecognizeThis(new Bitmap(pathToSamples+"ControlImage\\SmileSever.bmp"),ref man, ref smile, ref indexOfMan);
neuralNet1.RecognizeThis(new Bitmap(pathToSamples+"ControlImage\\SmileTaras.bmp"),ref man, ref smile, ref indexOfMan);
}
