public void Execute()
{
try
{
ServicesWorker.GetInstance <FaceRecognizerService>().Load();
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
}
}
public void Execute()
{
try
{
ServicesWorker.GetInstance <FaceRecognizerService>()
.DetectGender(GetSamples("Male"), GetSamples("Female"));
}
catch (DirectoryNotFoundException)
{
Console.WriteLine(@"Нет изображений для выделения лиц!");
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
}
}
public void Execute()
{
try
{
ServicesWorker.GetInstance <FaceRecognizerService>()
.TrainGender(GetSamples("DetMale"), GetSamples("DetFemale"));
}
catch (DirectoryNotFoundException)
{
Console.WriteLine(@"Нет изображений для обучения распознаванию пола!");
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
}
}
public void Execute()
{
try
{
var t = new Thread(ServicesWorker.GetInstance <FaceRecognizerService>().DetectHuman);
t.Start();
if (Console.ReadKey() != null)
{
t.Abort();
}
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
}
}
private static void WriteResult(string name, double distance)
{
var vs = ServicesWorker.GetInstance <VoiceAssistantService>();
if (name == CurrentName)
{
_counter++;
}
else
{
_counter = 0;
CurrentName = name;
}
Console.WriteLine(name + " " + distance);
if (_counter == 5)
{
vs.SayText("Привет " + name);
}
}
private static void Main(string[] args)
{
ServicesWorker.Registration(new CoreModule());
var faceRecognizerService = ServicesWorker.GetInstance <FaceRecognizerService>();
faceRecognizerService.FaceCascadeClassifier =
new CascadeClassifier(Application.StartupPath + "\\Cascade\\haarcascade_frontalface_default.xml");
faceRecognizerService.Recognized += WriteResult;
faceRecognizerService.GenderRecognized += WriteResult;
faceRecognizerService.OnGenderCount += WriteGenderRecognizedCount;
faceRecognizerService.OnCount += WriteCount;
faceRecognizerService.Load();
var app = new CommandProcessor.Application();
app.Run();
Console.ReadKey();
}
public void Execute()
{
try
{
var fileNames = Directory.GetFiles("Images\\TestMale\\", "*.jpg");
var maleImg = fileNames.Select(fileName => new Image <Gray, byte>(fileName)).ToList();
var persentMale = ServicesWorker.GetInstance <FaceRecognizerService>().DetectGenderByPhoto(maleImg, true);
Console.WriteLine(@"% правильно распознанных мужчин " + persentMale);
fileNames = Directory.GetFiles("Images\\TestFemale\\", "*.jpg");
var femaleImg = fileNames.Select(fileName => new Image <Gray, byte>(fileName)).ToList();
var persentFemale = ServicesWorker.GetInstance <FaceRecognizerService>()
.DetectGenderByPhoto(femaleImg, false);
Console.WriteLine(@"% правильно распознанных женщин " + persentFemale);
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
}
}
public void Execute()
{
try
{
Console.WriteLine(@"Введите имя человека и встаньте перед камерой.");
Console.WriteLine(@"Пожалуйста, во время записи постарайтесь" + "\n" +
@"продемонстрировать разные выражения лица");
var name = Console.ReadLine();
Directory.CreateDirectory("Images\\" + name);
var images = ServicesWorker.GetInstance <FaceRecognizerService>().AddImagesToHuman(name);
foreach (var img in images)
{
img.Save("Images\\" + name + "\\" + images.IndexOf(img) + ".jpg");
}
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
}
}
private static void WriteResult(bool gender, double distance)
{
var text = "";
text = gender ? "незнакомец" : "незнакомка";
var vs = ServicesWorker.GetInstance <VoiceAssistantService>();
if (text == CurrentName)
{
_counter++;
}
else
{
_counter = 0;
CurrentName = text;
}
var g = gender ? "М" : "Ж";
Console.WriteLine(g + " " + distance);
if (_counter == 5)
{
vs.SayText("Привет " + text);
}
}