public IPipeline <TInput, TMapped> Then <TMapped>(FSharpFunc <TOutput, TMapped> nextfunction)
{
var compose =
FSharpFuncUtils.Create <TInput, TMapped>(value =>
nextfunction.Invoke(_function.Invoke(value)));
return(new CsPipeline <TInput, TMapped>(compose));
}
void StartFaceDetection_Pipeline_FSharpFunc(string imagesFolder)
{
var files = Directory.GetFiles(ImagesFolder);
Func <string, Image <Bgr, byte> > imageFn =
(fileName) => new Image <Bgr, byte>(fileName);
Func <Image <Bgr, byte>, Tuple <Image <Bgr, byte>, Image <Gray, byte> > > grayFn =
image => Tuple.Create(image, image.Convert <Gray, byte>());
Func <Tuple <Image <Bgr, byte>, Image <Gray, byte> >,
Tuple <Image <Bgr, byte>, System.Drawing.Rectangle[]> > detectFn =
frames => Tuple.Create(frames.Item1,
CascadeClassifierThreadLocal.Value.DetectMultiScale(
frames.Item2, 1.1, 3, System.Drawing.Size.Empty));
Func <Tuple <Image <Bgr, byte>, System.Drawing.Rectangle[]>, Bitmap> drawFn =
faces =>
{
foreach (var face in faces.Item2)
{
faces.Item1.Draw(face, new Bgr(System.Drawing.Color.BurlyWood), 3);
}
return(faces.Item1.ToBitmap());
};
var imagePipe =
Pipeline <string, Image <Bgr, byte> >
.Create(imageFn.ToFSharpFunc())
.Then(grayFn.ToFSharpFunc())
.Then(detectFn.ToFSharpFunc())
.Then(drawFn.ToFSharpFunc()); // #A
CancellationTokenSource cts = new CancellationTokenSource();
imagePipe.Execute(4, cts.Token); // #B
foreach (string fileName in files)
{
imagePipe.Enqueue(fileName,
FSharpFuncUtils.Create <Tuple <string, Bitmap>, Unit>
((tup) =>
{
Application.Current.Dispatcher.Invoke(
() => Images.Add(tup.Item2.ToBitmapImage()));
return((Unit)Activator.CreateInstance(typeof(Unit), true));
})); // #C
}
}
