public static void ImageToFace()
{
//Console.WriteLine("Detecting face..");
Task.Run(async() =>
{
var faceDetector = await FaceDetector.CreateAsync();
var screenBitmap = GetBitmapFromScreen();
var softwareBitmap = await GetSoftwareBitmapFromBitmap(screenBitmap);
if (!FaceDetector.IsBitmapPixelFormatSupported(softwareBitmap.BitmapPixelFormat))
{
//Console.WriteLine("Converting to supported bitmap pixel format..");
//Console.WriteLine("srcBitmap Width={0}, Height={1}", screenBitmap.Width, screenBitmap.Height);
//Console.WriteLine("dstBitmap Width={0}, Height={1}", softwareBitmap.PixelWidth, softwareBitmap.PixelHeight);
softwareBitmap = SoftwareBitmap.Convert(softwareBitmap, FaceDetector.GetSupportedBitmapPixelFormats().First());
//Console.WriteLine("Converted successfully");
}
//Console.WriteLine(screenBitmap.PixelFormat);
//Console.WriteLine(softwareBitmap.BitmapPixelFormat);
screenBitmap = await GetBitmapFromSoftwareBitmap(softwareBitmap);
//Console.WriteLine(screenBitmap.PixelFormat);
//Console.WriteLine(softwareBitmap.BitmapPixelFormat);
using (var g = Graphics.FromImage(screenBitmap))
{
var detectedFaces = await faceDetector.DetectFacesAsync(softwareBitmap);
//Console.WriteLine("Detected faces: {0}", detectedFaces.Count);
foreach (var detectedFace in detectedFaces)
{
var facebox = detectedFace.FaceBox;
g.DrawRectangle(Pens.Red, new Rectangle((int)facebox.X, (int)facebox.Y, (int)facebox.Width, (int)facebox.Height));
//Console.WriteLine("Face at X={0}, Y={1}, Width={2}, Height={3}", facebox.X, facebox.Y, facebox.Width, facebox.Height);
}
}
//screenBitmap.Save("screenbitmap" + DateTime.Now.Ticks + ".png", ImageFormat.Png);
}).Wait();
}
internal void SetSample(SoftwareBitmap input)
{
if (!Activated)
{
return;
}
if (Sample == null)
{
lock (SampleLock)
{
if (!SupportedBitmapPixelFormat.HasValue)
{
if (FaceDetector.IsBitmapPixelFormatSupported(input.BitmapPixelFormat))
{
SupportedBitmapPixelFormat = input.BitmapPixelFormat;
}
else
{
SupportedBitmapPixelFormat = FaceDetector.GetSupportedBitmapPixelFormats().First();
}
}
Sample = SoftwareBitmap.Copy(input);
}
}
}
public async Task <RecogniseResult> Recognise(Stream fileStream)
{
var randomAccessStream = fileStream.AsRandomAccessStream();
var bitmapDecoder = await BitmapDecoder.CreateAsync(randomAccessStream);
var rawBitmap = await bitmapDecoder.GetSoftwareBitmapAsync();
var supportedBitmapFormats = FaceDetector.GetSupportedBitmapPixelFormats();
var supportedFormatBitmap = SoftwareBitmap.Convert(rawBitmap, supportedBitmapFormats.First());
var faceDetector = await FaceDetector.CreateAsync();
var faces = await faceDetector.DetectFacesAsync(supportedFormatBitmap);
var result = new RecogniseResult();
if (faces.Any())
{
result.Faces = faces.Count();
var memoryStream = new InMemoryRandomAccessStream();
var bitmapEncoder = await BitmapEncoder.CreateAsync(BitmapEncoder.BmpEncoderId, memoryStream);
bitmapEncoder.SetSoftwareBitmap(rawBitmap);
bitmapEncoder.BitmapTransform.Bounds = faces.First().FaceBox;
await bitmapEncoder.FlushAsync();
result.FirstFace = memoryStream.AsStream();
}
return(result);
}
private async Task InitializeFaceDetection()
{
if (FaceDetector.IsSupported)
{
if (_faceDetector == null)
{
_faceDetector = await FaceDetector.CreateAsync();
_faceDectorSupportedPixelFormat = FaceDetector.GetSupportedBitmapPixelFormats().FirstOrDefault();
}
}
else
{
Debug.WriteLine("Face detection is not supported");
}
if (FaceTracker.IsSupported)
{
if (_faceTracker == null)
{
_faceTracker = await FaceTracker.CreateAsync();
_faceTrackerSupportedPixelFormat = FaceTracker.GetSupportedBitmapPixelFormats().FirstOrDefault();
}
}
else
{
Debug.WriteLine("Face tracking is not suppoted");
}
}
private async Task InitializeFaceDetection()
{
if (FaceDetector.IsSupported)
{
if (faceDetector == null)
{
faceDetector = await FaceDetector.CreateAsync();
faceDetectorSupportedPixelFormat = FaceDetector.GetSupportedBitmapPixelFormats().FirstOrDefault();
}
}
else
{
Debug.WriteLine("Warning. FaceDetector is not supported on this device");
}
if (FaceTracker.IsSupported)
{
if (faceTracker == null)
{
faceTracker = await FaceTracker.CreateAsync();
faceTrackerSupportedPixelFormat = FaceTracker.GetSupportedBitmapPixelFormats().FirstOrDefault();
}
}
else
{
Debug.WriteLine("Warning. FaceTracking is not supported on this device");
}
}
void InitialiseVideoFrameFromDetectorFormats()
{
var bitmapFormats = FaceDetector.GetSupportedBitmapPixelFormats();
this.videoFrame = new VideoFrame(
bitmapFormats.First(),
(int)this.previewVideoSize.Width,
(int)this.previewVideoSize.Height);
}
private async Task InitializeCamera()
{
_requestStopCancellationToken = new CancellationTokenSource();
_captureElement = new CaptureElement();
var videoCaptureDevices = await DeviceInformation.FindAllAsync(DeviceClass.VideoCapture);
var camera = videoCaptureDevices.FirstOrDefault();
MediaCaptureInitializationSettings initialisationSettings = new MediaCaptureInitializationSettings()
{
StreamingCaptureMode = StreamingCaptureMode.Video,
VideoDeviceId = camera.Id
};
_mediaCapture = new MediaCapture();
await _mediaCapture.InitializeAsync(initialisationSettings);
_captureElement.Source = _mediaCapture;
await _mediaCapture.StartPreviewAsync();
var videoProperties = (_mediaCapture.VideoDeviceController.GetMediaStreamProperties(MediaStreamType.VideoPreview) as VideoEncodingProperties);
var videoSize = new Rect(0, 0, videoProperties.Width, videoProperties.Height);
var detector = await FaceDetector.CreateAsync();
var bitmap = FaceDetector.GetSupportedBitmapPixelFormats().First();
try
{
await Task.Run(async() =>
{
VideoFrame frame = new VideoFrame(bitmap, (int)videoSize.Width, (int)videoSize.Height);
TimeSpan?lastFrameTime = null;
while (true)
{
if (!_requestStopCancellationToken.Token.IsCancellationRequested)
{
await _mediaCapture.GetPreviewFrameAsync(frame);
if ((!lastFrameTime.HasValue) || (lastFrameTime != frame.RelativeTime))
{
var detectedFaces = await detector.DetectFacesAsync(frame.SoftwareBitmap);
if (detectedFaces.Count == 1)
{
var convertedRgba16Bitmap = SoftwareBitmap.Convert(frame.SoftwareBitmap, BitmapPixelFormat.Rgba16);
InMemoryRandomAccessStream stream = new InMemoryRandomAccessStream();
BitmapEncoder encoder = await BitmapEncoder.CreateAsync(BitmapEncoder.JpegEncoderId, stream);
encoder.SetSoftwareBitmap(convertedRgba16Bitmap);
await encoder.FlushAsync();
var detectedPerson = await _faceService.DetectFace(stream.AsStream());
if (detectedPerson != null && detectedPerson.PersonId.HasValue)
{
_userService.PersonId = detectedPerson.PersonId.Value;
var user = await _userService.GetModelAsync();
if (user == null)
{
user = new UserProfileModel().RandomData(detectedPerson.Gender);
user.PersonId = detectedPerson.PersonId.Value;
user.FaceIds.Add(detectedPerson.FaceId.Value);
user = await _userService.AddUserAsync(user);
}
await UserViewModel.SetValuesAsync(User, user);
}
else
{
// bug: when a person was not detected, the stream gets disposed
//stream.Seek(0);
stream = new InMemoryRandomAccessStream();
encoder = await BitmapEncoder.CreateAsync(BitmapEncoder.JpegEncoderId, stream);
encoder.SetSoftwareBitmap(convertedRgba16Bitmap);
await encoder.FlushAsync();
// TODO: ask new user for initial profile data
var user = new UserProfileModel().RandomData(detectedPerson.Gender);
user.PersonId = await _faceService.CreatePersonAsync(user.FullName);
var faceIds = new List <Guid>();
faceIds.Add(await _faceService.AddFaceAsync(user.PersonId, stream.AsStream()));
user.FaceIds.AddRange(faceIds);
user = await _userService.AddUserAsync(user);
await UserViewModel.SetValuesAsync(User, user);
}
await Task.Delay(CHECK_INTERVAL * 1000, _requestStopCancellationToken.Token);
}
}
lastFrameTime = frame.RelativeTime;
}
}
}, _requestStopCancellationToken.Token);
}
catch (Microsoft.ProjectOxford.Face.FaceAPIException fex)
{
Debug.WriteLine(fex.ErrorMessage);
}
catch (Exception ex)
{
Debug.WriteLine(ex.Message);
}
if (_requestStopCancellationToken.IsCancellationRequested)
{
await _mediaCapture.StopPreviewAsync();
_captureElement.Source = null;
_requestStopCancellationToken.Dispose();
}
}
private async Task <Tuple <Image <byte>, IList <PointF> > > PrepBitmapAsync(SoftwareBitmap bitmap)
{
if (bitmap.PixelHeight % 2 != 0)
{
var resized = new SoftwareBitmap(bitmap.BitmapPixelFormat, bitmap.PixelWidth, bitmap.PixelHeight + 1);
bitmap.CopyTo(resized);
bitmap = resized;
}
Rectangle firstFace;
try
{
var detector = await FaceDetector.CreateAsync();
var formats = FaceDetector.GetSupportedBitmapPixelFormats();
var convertedBitmap = SoftwareBitmap.Convert(bitmap, formats.First());
var detected = await detector.DetectFacesAsync(convertedBitmap);
var faces = detected
.Select(x => x.FaceBox)
.Select(x => new Rectangle((int)x.X, (int)x.X + (int)x.Width, (int)x.Y, (int)x.Y + (int)x.Height));
if (!faces.Any())
{
return(null);
}
firstFace = faces.First();
}
catch (Exception)
{
Debugger.Break();
throw;
}
IList <PointF> points;
var image = ConvertTo.Image.FromSoftwareBitmap(bitmap);
try
{
if (alignmentor == null)
{
using (var stream = ResourceManager.GetStream(ResourceKey.AsmAlignment))
{
alignmentor = FaceAlignmentorFactory.Create(FaceAlignmentType.Asm87Points, stream);
}
}
var grayImage = new ImageGray(image);
points = alignmentor.Align(grayImage, firstFace).ToList();
if (!points.Any())
{
return(null);
}
}
catch (Exception)
{
Debugger.Break();
throw;
}
return(new Tuple <Image <byte>, IList <PointF> >(image, points));
}