private IEnumerable <MModRect> RawFaceLocations(Image faceImage, int numberOfTimesToUpsample = 1, Model model = Model.Hog)
{
switch (model)
{
case Model.Cnn:
return(CnnFaceDetectionModelV1.Detect(this._CnnFaceDetector, faceImage, numberOfTimesToUpsample));
default:
var locations = SimpleObjectDetector.RunDetectorWithUpscale2(this._FaceDetector, faceImage, (uint)numberOfTimesToUpsample);
return(locations.Select(rectangle => new MModRect {
Rect = rectangle
}));
}
}
private IEnumerable <IEnumerable <MModRect> > RawFaceLocationsBatched(IEnumerable <Image> faceImages, int numberOfTimesToUpsample = 1, int batchSize = 128)
{
return(CnnFaceDetectionModelV1.DetectMulti(this._CnnFaceDetector, faceImages, numberOfTimesToUpsample, batchSize));
}
