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); }