private void Form1_Load(object sender, EventArgs e)
{
Capture capture = new Capture();
capture.Start();
capture.ImageGrabbed += (a, b) =>
{
var image = capture.RetrieveBgrFrame();
var grayimage = image.Convert <Gray, byte>();
HaarCascade haaryuz = new HaarCascade("haarcascade_frontalface_alt2.xml");
MCvAvgComp[][] Yuzler = grayimage.DetectHaarCascade(haaryuz, 1.2, 5, HAAR_DETECTION_TYPE.DO_CANNY_PRUNING, new Size(15, 15));
MCvFont font = new MCvFont(FONT.CV_FONT_HERSHEY_COMPLEX, 0.5, 0.5);
foreach (MCvAvgComp yuz in Yuzler[0])
{
var sadeyuz = grayimage.Copy(yuz.rect).Convert <Gray, byte>().Resize(100, 100, INTER.CV_INTER_CUBIC);
//Resimler aynı boyutta olmalıdır. O yüzden Resize ile yeniden boyutlandırma yapılmıştır. Aksi taktirde Classifier_Train sınıfının 245. satırında hata alınacaktır.
pictureBox2.Image = sadeyuz.ToBitmap();
if (train != null)
{
if (train.IsTrained)
{
string name = train.Recognise(sadeyuz);
int match_value = (int)train.Get_Eigen_Distance;
image.Draw(name + " ", ref font, new Point(yuz.rect.X - 2, yuz.rect.Y - 2), new Bgr(Color.LightGreen));
}
}
image.Draw(yuz.rect, new Bgr(Color.Red), 2);
}
pictureBox1.Image = image.ToBitmap();
};
//Image<Gray, byte> img = new Image<Gray, byte>(new Bitmap("C:\\Users\\CurrentUser\\Desktop\\manzara-resimleri-56ce304610c7e.jpg"));
//HaarCascade haaryuz = new HaarCascade("haarcascade_frontalface_alt2.xml");
//MCvAvgComp[][] Yuzler = img.DetectHaarCascade(haaryuz, 1.2, 5, HAAR_DETECTION_TYPE.DO_CANNY_PRUNING, new Size(15, 15));
//foreach (MCvAvgComp item in Yuzler[0])
//{
// var yuz = img.Copy(item.rect).Convert<Gray, byte>().Resize(100, 100, INTER.CV_INTER_CUBIC);
// pictureBox1.Image = yuz.Bitmap;
// string name = train.Recognise(yuz);
//}
}
//gelen resmi model ile kıyasla
private void RecognisePicture(MemoryStream memoryStream)
{
Image <Gray, byte> img = new Image <Gray, byte>(new Bitmap(Image.FromStream((Stream)memoryStream)));
HaarCascade haaryuz = new HaarCascade("haarcascade_frontalface_alt2.xml");
MCvAvgComp[][] Yuzler = img.DetectHaarCascade(haaryuz, 1.2, 5, HAAR_DETECTION_TYPE.DO_CANNY_PRUNING, new Size(15, 15));
foreach (MCvAvgComp item in Yuzler[0])
{
List <Classes.User> customerUsers = Classes.User.GetObjects().Where(x => x.CustomerId == GlobalSetting.CustomerId).ToList();
var yuz = img.Copy(item.rect).Convert <Gray, byte>().Resize(100, 100, INTER.CV_INTER_CUBIC);
string name = train.Recognise(yuz);
if (string.IsNullOrEmpty(name) || name == "Tanımsız" || customerUsers.FirstOrDefault(x => x.Username == name) == null)
{
AlarmSetting alarm = AlarmSetting.GetObjects().FirstOrDefault(x => x.AlarmSettingId == GlobalSetting.UserAlarmSettingId);
if (alarm.IsActive)
{
if (alarm.IsCallAlarmActive)
{
if (!string.IsNullOrEmpty(alarm.FirstPersonNumber))
{
if (alarm.FirstPersonNumber.Length == 10)
{
alarm.FirstPersonNumber = "+90" + alarm.FirstPersonNumber;
}
else if (alarm.FirstPersonNumber.Length == 11)
{
alarm.FirstPersonNumber = "+9" + alarm.FirstPersonNumber;
}
AlertRequest request = new AlertRequest();
request.AlarmNumber = alarm.FirstPersonNumber;
request.AlarmParameter = string.Empty;
request.AlarmType = "CallAlarm";
request.IsAlerted = false;
request.Insert();
}
if (!string.IsNullOrEmpty(alarm.SecondPersonNumber))
{
if (alarm.SecondPersonNumber.Length == 10)
{
alarm.SecondPersonNumber = "+90" + alarm.SecondPersonNumber;
}
else if (alarm.SecondPersonNumber.Length == 11)
{
alarm.SecondPersonNumber = "+9" + alarm.SecondPersonNumber;
}
AlertRequest request = new AlertRequest();
request.AlarmNumber = alarm.SecondPersonNumber;
request.AlarmParameter = string.Empty;
request.AlarmType = "CallAlarm";
request.IsAlerted = false;
request.Insert();
}
}
else if (alarm.IsPoliceAlarmActive)
{
if (alarm.SecondPersonNumber.Length == 10)
{
alarm.SecondPersonNumber = "+90" + alarm.SecondPersonNumber;
}
else if (alarm.SecondPersonNumber.Length == 11)
{
alarm.SecondPersonNumber = "+9" + alarm.SecondPersonNumber;
}
AlertRequest request = new AlertRequest();
request.AlarmNumber = "911";
request.AlarmParameter = string.Empty;
request.AlarmType = "CallAlarm";
request.IsAlerted = false;
request.Insert();
}
else if (alarm.IsSmsAlarmActive)
{
if (alarm.SecondPersonNumber.Length == 10)
{
alarm.SecondPersonNumber = "+90" + alarm.SecondPersonNumber;
}
else if (alarm.SecondPersonNumber.Length == 11)
{
alarm.SecondPersonNumber = "+9" + alarm.SecondPersonNumber;
}
AlertRequest request = new AlertRequest();
request.AlarmNumber = alarm.SecondPersonNumber;
request.AlarmParameter = string.Empty;
request.AlarmType = "SmsAlarm";
request.IsAlerted = false;
request.Insert();
}
}
}
}
}