private async Task CaptureCamera(CancellationToken token)
{
while (!token.IsCancellationRequested)
{
var capturedBitmap = VideoCapture.GetBitmap();
CapturePictureBox.Image = Configuration.Users.Any() ? FaceRecognitionClient.GetBitmapWithClassifiedMatchedLocations(capturedBitmap, Configuration.Users) : capturedBitmap;
await Task.Delay(10, token);
}
}
public void GetFaceBitmapFromClassifiedImage_Pass()
{
var client = new FaceRecognitionClient(@"..\..\..\..\..\..\Resources\ComputerVision.Models\haarcascade_frontalface_default.xml");
var originalBidenImage = client.GetClassifiedImage(new Bitmap(@"..\..\..\..\..\..\Resources\Tests.Data\images\biden.jpg"));
var bidenFaceBitmap = client.GetFaceBitmapFromClassifiedImage(originalBidenImage);
Assert.IsNotNull(bidenFaceBitmap);
//var cropBidenImage = new Bitmap(@"..\..\..\..\..\..\Resources\Tests.Data\images\biden-100-cubic.bmp");
}
private async Task GetVideoCaptureFrames(CancellationToken token)
{
while (!token.IsCancellationRequested)
{
var bitmap = VideoCapture.GetBitmap();
if (bitmap != null)
{
VideoCaptureBitmap = bitmap;
UserImagePictureBox.Image = FaceRecognitionClient.GetBitmapWithLocations(VideoCaptureBitmap);
}
await Task.Delay(10, token);
}
}
public void GetClassifiedMatchesFromImage_Pass()
{
var client = new FaceRecognitionClient(@"..\..\..\..\..\Resources\ComputerVision.Models\haarcascade_frontalface_default.xml");
var users = new List <User>()
{
new User()
{
Name = "Biden",
UserImages = new List <UserImage>()
{
new UserImage()
{
ImageFilePath = @"..\..\..\..\..\Resources\Tests.Data\images\biden-100-cubic.bmp"
}
}
},
new User()
{
Name = "Obama",
UserImages = new List <UserImage>()
{
new UserImage()
{
ImageFilePath = @"..\..\..\..\..\Resources\Tests.Data\images\obama-100-cubic.bmp"
}
}
}
};
client.TrainRecognizer(users);
var compareImage = client.GetClassifiedImage(new Bitmap(@"..\..\..\..\..\Resources\Tests.Data\images\obama-biden-compare.jpg"));
Assert.IsTrue(compareImage.Locations.Count == 2);
var classifiedMatches = client.GetClassifiedMatchesFromImage(compareImage, users);
Assert.IsTrue(classifiedMatches.Count == 2);
Assert.IsTrue(classifiedMatches[0].User == users[0]);
Assert.IsTrue(classifiedMatches[1].User == users[1]);
}
public void GetClassifiedImage_Pass()
{
var client = new FaceRecognitionClient(@"..\..\..\..\..\Resources\ComputerVision.Models\haarcascade_frontalface_default.xml");
var originalBidenImage = client.GetClassifiedImage(new Bitmap(@"..\..\..\..\..\Resources\Tests.Data\images\biden.jpg"));
Assert.IsTrue(originalBidenImage.Locations.Count == 1);
var cropBidenImage = client.GetClassifiedImage(new Bitmap(@"..\..\..\..\..\Resources\Tests.Data\images\biden-100-cubic.bmp"));
Assert.IsTrue(cropBidenImage.Locations.Count == 1);
var originalObamaImage = client.GetClassifiedImage(new Bitmap(@"..\..\..\..\..\Resources\Tests.Data\images\obama.jpg"));
Assert.IsTrue(originalBidenImage.Locations.Count == 1);
var cropObamaImage = client.GetClassifiedImage(new Bitmap(@"..\..\..\..\..\Resources\Tests.Data\images\obama-100-cubic.bmp"));
Assert.IsTrue(cropBidenImage.Locations.Count == 1);
}
