static void CompareHaarTimesBigImageResized()
{
FaceBO_HaarChangable.SetXMLPath("HaarXML");
Console.WriteLine("For Face Detection. We have 4 haarXML file.\nWe will check the time to detect face with each file.");
Console.WriteLine("We will test with a folder contain 100 images. Image Resolution is 2200px x 1500px.");
Console.WriteLine("The image will be resized to 1100px x 750px before detecting.");
String FolderPath = @"C:\Users\Hoang\Documents\Visual Studio 2010\Projects\RollSystemMobile\FaceRecAutomationTesting\Sample Images\Sample Images 2";
Console.Write("Press Enter to begin: ");
Console.ReadLine();
List <HaarType> HaarTypes = new List <HaarType>();
HaarTypes.Add(HaarType.AltTree);
HaarTypes.Add(HaarType.Alt1);
HaarTypes.Add(HaarType.Alt2);
HaarTypes.Add(HaarType.Default);
foreach (var Type in HaarTypes)
{
FaceBO_HaarChangable.Haar = FaceBO_HaarChangable.CreateHaar(Type);
Console.WriteLine("Begin testing for Haar " + Type + ":\n");
DateTime Start = DateTime.Now;
int index = 1;
foreach (var FilePath in Directory.GetFiles(FolderPath, "*.jpg"))
{
FaceBO_HaarChangable.DetectFromImageWithResize(FilePath);
Console.WriteLine("\tDetect " + index + " images.");
index++;
}
TimeSpan TimeDiff = DateTime.Now - Start;
Console.WriteLine("Time to run 100 detects is: " + TimeDiff.TotalMilliseconds / 1000 + " seconds");
Console.Write("Press enter to continue: ");
Console.ReadLine();
}
}
//So sanh do chinh xac, hit ma miss cua cac bo haar
static void CompareAccuracySingleImage()
{
FaceBO_HaarChangable.SetXMLPath("HaarXML");
Console.WriteLine("This time, we will check the accuraccy of detection.");
Console.WriteLine("We will test with a folder contain 100 images.");
String FolderPath = @"C:\Users\Hoang\Documents\Visual Studio 2010\Projects\RollSystemMobile\FaceRecAutomationTesting\Sample Images";
Console.Write("Press Enter to begin: ");
Console.ReadLine();
List <HaarType> HaarTypes = new List <HaarType>();
HaarTypes.Add(HaarType.AltTree);
HaarTypes.Add(HaarType.Alt1);
HaarTypes.Add(HaarType.Alt2);
HaarTypes.Add(HaarType.Default);
int NumberOfFile = Directory.GetFiles(FolderPath, "*.jpg").Count();
foreach (var Type in HaarTypes)
{
FaceBO_HaarChangable.Haar = FaceBO_HaarChangable.CreateHaar(Type);
Console.WriteLine("Begin testing for Haar " + Type + ":\n");
int index = 1;
double Hit = 0;
double MissingHit = 0;
double OverHit = 0;
int DetectFaceCount = 0;
int TotalFace = 0;
foreach (var FilePath in Directory.GetFiles(FolderPath, "*.jpg"))
{
RecognizerResult result = FaceBO_HaarChangable.DetectFromImage(FilePath);
int FaceDetected = result.FaceList.Count;
int FaceInImage = GetResult(FilePath);
String Report = String.Format("\tDetect {0} image. Find {1}/{2} faces.",
index, FaceDetected, FaceInImage);
if (FaceDetected == FaceInImage)
{
Report += "(O)";
Hit++;
}
else
{
if (FaceDetected < FaceInImage)
{
MissingHit++;
}
else
{
OverHit++;
}
Report += "(X)";
}
Console.WriteLine(Report);
index++;
DetectFaceCount += FaceDetected;
TotalFace += FaceInImage;
}
Console.WriteLine(String.Format("Accuracy: {0}%. Missing: {1}%. Over Detect: {2}%.",
(Hit / NumberOfFile), (MissingHit / NumberOfFile), (OverHit / NumberOfFile)));
Console.WriteLine(String.Format("Detected {0}/{1} faces", DetectFaceCount, TotalFace));
Console.Write("Press enter to continue: ");
Console.ReadLine();
}
}
