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)); }