// Start is called before the first frame update
void Start()
{
_DlibDetector = gameObject.GetComponent <DlibFaceDetection>();
LoadNet();
//var img = CVUtils.LoadImgToTexture(Utils.getFilePath(input), TextureFormat.RGB24);
//var img_2 = CVUtils.LoadImgToTexture(Utils.getFilePath(input_2), TextureFormat.RGB24);
//var cp_1 = GetCroppedFace(img);
//var cp_2 = GetCroppedFace(img_2);
//var rep1 = ExtractEmbeddings(cp_1);
//var rep2 = ExtractEmbeddings(cp_2);
//var mat1 = rep1.CreateMatFromEmbeddings(rep1.Embeddings);
//var mat2 = rep2.CreateMatFromEmbeddings(rep2.Embeddings);
////var l2_dist = Core.norm(mat1, mat2, 4);
////var l2_norm = Core.norm(mat1, 4) - Core.norm(mat2, 4);
////var diff = mat1 - mat2;
////var result = diff.dot(diff);
////result = Mathf.Sqrt((float)result);
////if (result < 105)
////{
//// Debug.Log(result);
//// Debug.Log("similar");
////}
////if (result > 105)
////{
//// Debug.Log(result);
//// Debug.Log("NOT similar");
////}
//for (int i = 0; i < 128; i++)
//{
// mat1.put(0, i, mat1.get(0, i)[0] / Core.norm(mat1,4));
//}
//for (int i = 0; i < 128; i++)
//{
// mat2.put(0, i, mat2.get(0, i)[0] / Core.norm(mat2,4));
//}
//var ab = mat1.dot(mat2);
//var aMagni = Core.norm(mat1);
//var bMagni = Core.norm(mat2);
//var cos_sim = ab / (aMagni * bMagni);
//Debug.Log(1 - cos_sim);
////Debug.Log(cos_sim);
}
// Start is called before the first frame update
void Start()
{
_faceDetector = gameObject.GetComponent <ObjectDetectionInference>();
_DlibDetector = gameObject.GetComponent <DlibFaceDetection>();
if (!string.IsNullOrEmpty(model))
{
model_filepath = Utils.getFilePath("dnn/" + model);
}
if (!string.IsNullOrEmpty(input))
{
input_filepath = Utils.getFilePath("dnn/" + input);
}
//var rep1 = GetRep(input_1);
//var rep2 = GetRep(input_2);
//double result = Core.norm(rep1, rep2, 5);
//Debug.Log(result);
//// squared L2 distance.
//var diff = mat_1 - mat_2;
//var result = diff.dot(diff);
}
