public void Train()
{
List <Course> listOfCourses = Course.getCourses();
foreach (Course course in listOfCourses)
{
List <Image <Gray, byte> > images = new List <Image <Gray, byte> >();
List <int> idsTrainned = new List <int>();
List <int> studentIdsInGivenCourse = Student.getStudentIDsGivenCourseId(course.getId());
var configFile = ConfigurationManager.OpenExeConfiguration(ConfigurationUserLevel.None);
var settings = configFile.AppSettings.Settings;
for (int i = 0; i < studentIdsInGivenCourse.Count; i++)
{
String extFacesPath = configFile.AppSettings.Settings["ExtFacesPath"].Value + "\\" + studentIdsInGivenCourse[i];
DirectoryInfo dInfo = new DirectoryInfo(extFacesPath);
var allImages = dInfo.GetFiles("*.bmp"); //get from this directory all files contain ".bmp"
foreach (var image in allImages)
{
string photoPath = extFacesPath + "\\" + image;
Image <Gray, byte> img = new Image <Gray, byte>(photoPath).Resize(200, 200, Inter.Cubic);
img._EqualizeHist();
img.Save(photoPath);
images.Add(img);
idsTrainned.Add(studentIdsInGivenCourse[i]);
}
}
string trainingFilePath = configFile.AppSettings.Settings["TrainingFilesPath"].Value;
String trainFile1 = trainingFilePath + course.getCrsCode() + "-1";
String trainFile2 = trainingFilePath + course.getCrsCode() + "-2";
String trainFile3 = trainingFilePath + course.getCrsCode() + "-3";
if (images.Count > 0)
{
fr1.Train(images.ToArray(), idsTrainned.ToArray()); //this line is self explanatory
fr1.Save(trainFile1); //saving the trainig
//fr2.Train(images.ToArray(), idsTrainned.ToArray());//this line is self explanatory
//fr2.Save(trainFile2);//saving the trainig
fr3.Train(images.ToArray(), idsTrainned.ToArray());
fr3.Save(trainFile3);//saving the trainig
}
}
FinishAddStudent fas = new FinishAddStudent();
fas.Tag = this;
fas.Show(this);
Hide();
}
private void button1_Click(object sender, EventArgs e)
{
if (checkBox1.Checked && count < ExtFaces.Count)
{
Image <Gray, byte> ExtracreFaceAsImage = new Image <Gray, byte>(ExtFaces[count]).Resize(295, 268, Inter.Cubic);
imageBox1.Image = ExtracreFaceAsImage;
var configFile = ConfigurationManager.OpenExeConfiguration(ConfigurationUserLevel.None);
var settings = configFile.AppSettings.Settings;
String extFacesPath = configFile.AppSettings.Settings["ExtFacesPath"].Value;
string path = @"ids.txt";
string id = "";
string tempPath = "";
using (System.IO.StreamReader sr = System.IO.File.OpenText(path))
{
id = sr.ReadLine();
tempPath = extFacesPath + id + "\\";
}
Debug.WriteLine("path is " + tempPath);
if (!Directory.Exists(tempPath))
{
//MessageBox.Show("path is " + tempPath, "My Application", MessageBoxButtons.OKCancel, MessageBoxIcon.Asterisk);
Directory.CreateDirectory(tempPath);
}
ExtFaces[count - 1].Save(tempPath + id + "_" + count2 + ".bmp");
count++;
count2++;
checkBox1.Checked = false;
}
else if (!checkBox1.Checked && count < ExtFaces.Count)
{
Image <Gray, byte> ExtracreFaceAsImage = new Image <Gray, byte>(ExtFaces[count]).Resize(295, 268, Inter.Cubic);
imageBox1.Image = ExtracreFaceAsImage;
count++;
}
if (count == ExtFaces.Count - 1)
{
FinishAddStudent fad = new FinishAddStudent();
fad.Tag = this;
fad.Show(this);
Hide();
}
}
private void button1_Click(object sender, EventArgs e)
{
if (checkBox1.Checked && count < ExtFaces.Count)
{
pictureBox1.Image = new Bitmap(ExtFaces[count]);
var configFile = ConfigurationManager.OpenExeConfiguration(ConfigurationUserLevel.None);
var settings = configFile.AppSettings.Settings;
String extFacesPath = configFile.AppSettings.Settings["ExtFacesPath"].Value;
string path = @"ids.txt";
string id = "";
string tempPath = "";
using (System.IO.StreamReader sr = System.IO.File.OpenText(path))
{
id = sr.ReadLine();
tempPath = extFacesPath + id + "\\";
}
Debug.WriteLine("path is " + tempPath);
if (!Directory.Exists(tempPath))
{
//MessageBox.Show("path is " + tempPath, "My Application", MessageBoxButtons.OKCancel, MessageBoxIcon.Asterisk);
Directory.CreateDirectory(tempPath);
}
ExtFaces[count - 1].Save(tempPath + id + "_" + count2 + ".bmp");
count++;
count2++;
checkBox1.Checked = false;
}
else if (!checkBox1.Checked && count < ExtFaces.Count)
{
pictureBox1.Image = new Bitmap(ExtFaces[count]);
count++;
}
if (count == ExtFaces.Count - 1)
{
FinishAddStudent fad = new FinishAddStudent();
fad.Tag = this;
fad.Show(this);
Hide();
}
}
private void button1_Click(object sender, EventArgs e)
{
if (checkBox1.Checked && count < ExtFaces.Count)
{
pictureBox1.Image = new Bitmap(ExtFaces[count]);
var configFile = ConfigurationManager.OpenExeConfiguration(ConfigurationUserLevel.None);
var settings = configFile.AppSettings.Settings;
String coursePath = configFile.AppSettings.Settings["CoursesPath"].Value;
string path = @"ids.txt";
string s = "";
string tempPath = "";
using (System.IO.StreamReader sr = System.IO.File.OpenText(path))
{
s = sr.ReadLine();
tempPath = coursePath + courseName_ + "\\" + s + "\\";
}
if (!Directory.Exists(tempPath))
{
Directory.CreateDirectory(tempPath);
}
ExtFaces[count - 1].Save(tempPath + s + "_" + count2 + ".bmp");
count++;
count2++;
checkBox1.Checked = false;
}
else if (!checkBox1.Checked && count < ExtFaces.Count)
{
pictureBox1.Image = new Bitmap(ExtFaces[count]);
count++;
}
if (count == ExtFaces.Count - 1)
{
FinishAddStudent fad = new FinishAddStudent(courseName_);
fad.Tag = this;
fad.Show(this);
Hide();
}
}
public void Train()
{
string path = @"courses.txt";
string path2 = @"enrollement.txt";
// loop on courses file getting each course and loop on each course getting enrolled students in
string[] linesCoursesFile = System.IO.File.ReadAllLines(path);
foreach (string courseLine in linesCoursesFile)
{
string[] courseSplitter = courseLine.Split(':');
string courseCode = courseSplitter[0].Trim();
List <Image <Gray, byte> > images = new List <Image <Gray, byte> >();
List <int> ids = new List <int>();
List <int> idsTrainned = new List <int>();
string[] linesEnrollementFile = System.IO.File.ReadAllLines(path2);
foreach (string line in linesEnrollementFile)
{
string[] splitter = line.Split(',');
if (splitter[1].Trim().Equals(courseCode))
{
ids.Add(Int32.Parse(splitter[0].Trim()));
}
}
var configFile = ConfigurationManager.OpenExeConfiguration(ConfigurationUserLevel.None);
var settings = configFile.AppSettings.Settings;
for (int i = 0; i < ids.Count; i++)
{
String extFacesPath = configFile.AppSettings.Settings["ExtFacesPath"].Value + "\\" + ids[i];
DirectoryInfo dInfo = new DirectoryInfo(extFacesPath);
var allImages = dInfo.GetFiles("*.bmp"); //get from this directory all files contain ".bmp"
foreach (var image in allImages)
{
string photoPath = extFacesPath + "\\" + image;
Image <Gray, byte> img = new Image <Gray, byte>(photoPath).Resize(200, 200, Inter.Cubic);
img._EqualizeHist();
img.Save(photoPath);
images.Add(img);
idsTrainned.Add(ids[i]);
}
}
string h1Path = configFile.AppSettings.Settings["h1FilePath"].Value + "\\" + "h1_" + courseCode;
string h2Path = configFile.AppSettings.Settings["h2FilePath"].Value + "\\" + "h2_" + courseCode;
string h3Path = configFile.AppSettings.Settings["h3FilePath"].Value + "\\" + "h3_" + courseCode;
if (images.Count > 0)
{
fr1.Train(images.ToArray(), idsTrainned.ToArray()); //this line is self explanatory
fr1.Save(h1Path); //saving the trainig
//fr2.Train(images.ToArray(), idsTrainned.ToArray());//this line is self explanatory
//fr2.Save(h2Path);//saving the trainig
fr3.Train(images.ToArray(), idsTrainned.ToArray());
fr3.Save(h3Path);//saving the trainig
}
}
FinishAddStudent fas = new FinishAddStudent();
fas.Tag = this;
fas.Show(this);
Hide();
}
public void Train()
{
List <Image <Gray, byte> > images = new List <Image <Gray, byte> >();
List <int> ids = new List <int>();
var configFile = ConfigurationManager.OpenExeConfiguration(ConfigurationUserLevel.None);
var settings = configFile.AppSettings.Settings;
String coursePath = configFile.AppSettings.Settings["CoursesPath"].Value;
string path = @"ids.txt";
string s = "";
string tempPath = "";
using (System.IO.StreamReader sr = System.IO.File.OpenText(path))
{
s = sr.ReadLine();
tempPath = coursePath + courseName_ + "\\";
}
DirectoryInfo dInfo = new DirectoryInfo(tempPath);
DirectoryInfo[] subdirs = dInfo.GetDirectories();
for (int i = 0; i < subdirs.Length; i++)
{
var allImages = subdirs[i].GetFiles("*.bmp"); //get from this directory all files contain ".bmp"
foreach (var image in allImages)
{
string temp = tempPath + subdirs[i] + "\\" + image;
Image <Gray, byte> img = new Image <Gray, byte>(temp).Resize(200, 200, Inter.Cubic);
img._EqualizeHist();
img.Save(temp);
images.Add(img);
ids.Add(Int32.Parse(subdirs[i].Name));
}
}
tempPath += "trainingFiles\\";
if (!Directory.Exists(tempPath))
{
Directory.CreateDirectory(tempPath);
}
string h1Path = tempPath + "h1";
string h2Path = tempPath + "h2";
string h3Path = tempPath + "h3";
fr1.Train(images.ToArray(), ids.ToArray()); //this line is self explanatory
fr1.Save(h1Path); //saving the trainig
//fr2.Train(images.ToArray(), ids.ToArray());//this line is self explanatory
//fr2.Save(h2Path);//saving the trainig
fr3.Train(images.ToArray(), ids.ToArray());
fr3.Save(h3Path);//saving the trainig
FinishAddStudent fas = new FinishAddStudent(courseName_);
fas.Tag = this;
fas.Show(this);
Hide();
}
public void Train()
{
string path = @"courses.txt";
string path2 = @"enrollement.txt";
// loop on courses file getting each course and loop on each course getting enrolled students in
string[] linesCoursesFile = System.IO.File.ReadAllLines(path);
foreach (string courseLine in linesCoursesFile)
{
string[] courseSplitter = courseLine.Split(':');
string courseCode = courseSplitter[0].Trim();
List<Image<Gray, byte>> images = new List<Image<Gray, byte>>();
List<int> ids = new List<int>();
List<int> idsTrainned = new List<int>();
string[] linesEnrollementFile = System.IO.File.ReadAllLines(path2);
foreach (string line in linesEnrollementFile)
{
string[] splitter = line.Split(',');
if (splitter[1].Trim().Equals(courseCode))
{
ids.Add(Int32.Parse(splitter[0].Trim()));
}
}
var configFile = ConfigurationManager.OpenExeConfiguration(ConfigurationUserLevel.None);
var settings = configFile.AppSettings.Settings;
for(int i=0 ; i<ids.Count ; i++)
{
String extFacesPath = configFile.AppSettings.Settings["ExtFacesPath"].Value + "\\" + ids[i];
DirectoryInfo dInfo = new DirectoryInfo(extFacesPath);
var allImages = dInfo.GetFiles("*.bmp"); //get from this directory all files contain ".bmp"
foreach (var image in allImages)
{
string photoPath = extFacesPath + "\\" + image;
Image<Gray, byte> img = new Image<Gray, byte>(photoPath).Resize(200, 200, Inter.Cubic);
img._EqualizeHist();
img.Save(photoPath);
images.Add(img);
idsTrainned.Add( ids[i] );
}
}
string h1Path = configFile.AppSettings.Settings["h1FilePath"].Value + "\\" + "h1_" + courseCode;
string h2Path = configFile.AppSettings.Settings["h2FilePath"].Value + "\\" + "h2_" + courseCode;
string h3Path = configFile.AppSettings.Settings["h3FilePath"].Value + "\\" + "h3_" + courseCode;
if(images.Count > 0)
{
fr1.Train(images.ToArray(), idsTrainned.ToArray());//this line is self explanatory
fr1.Save(h1Path);//saving the trainig
//fr2.Train(images.ToArray(), idsTrainned.ToArray());//this line is self explanatory
//fr2.Save(h2Path);//saving the trainig
fr3.Train(images.ToArray(), idsTrainned.ToArray());
fr3.Save(h3Path);//saving the trainig
}
}
FinishAddStudent fas = new FinishAddStudent();
fas.Tag = this;
fas.Show(this);
Hide();
}