public void Execute()
{
this.debugText1.text = "0";
this.guideFace.SetActive(true);
/*
* Texture2D t = Resources.Load("red_curtain") as Texture2D;
* this.curtainImage.GetComponent<RawImage>().texture = t;
* this.curtainImage.SetActive(true);
*/
SortingDeepHat.hogwartsHouse house = SortingDeepHat.hogwartsHouse.Gryffindor;
bool isOk = Predict(ref house);
this.msgText.text = house.ToString();
}
private bool Predict(ref SortingDeepHat.hogwartsHouse house)
{
bool ret = false;
bool isStartOk = this.faceTrack.GetFaceTrackOk();
if (isStartOk)
{
Mat faceImg = new Mat(SortingDeepHat.IMG_WIDTH, SortingDeepHat.IMG_HEIGHT, CvType.CV_8UC3);
bool isOk = this.faceTrack.GetFaceImg(faceImg);
if (isOk == false)
{
return(false);
}
Mat inputData = new Mat(faceImg.width(), faceImg.height(), CvType.CV_32FC3);
this.hat.PreProcess(faceImg, inputData);
SortingDeepHat.hogwartsHouse h = SortingDeepHat.hogwartsHouse.Gryffindor;
float value = 0.0f;
this.hat.Sort(inputData, ref h, ref value);
house = h;
this.msgText.text = house.ToString();
Texture2D t = new Texture2D(faceImg.cols(), faceImg.rows(), TextureFormat.RGBA32, false);
Utils.matToTexture2D(faceImg, t);
this.debugImg2.texture = t;
faceImg.Dispose();
inputData.Dispose();
ret = true;
}
return(ret);
}