/// <summary>
/// Find features of face for distance and wrinkles based
/// </summary>
/// <param name="ImageMat">Input image for features detection</param>
/// <param name="faces">List of facse rectangles onm face</param>
/// <param name="index">Index of image in case of multiple images</param>
/// <returns>Return the predicted emotions based on distances and wrinkles</returns>
public string FindEmotionDistanceAndWrinkleBased(Mat ImageMat, List <Rectangle> faces, int index)
{
EmotionTrainingMLModel dataModel = new EmotionTrainingMLModel();
EDRFeatureExtraction obj = new EDRFeatureExtraction();
dataModel = obj.FindEmotions(ImageMat, faces, index);
return(EDRMLMainDistanceAndWrinkleBased.getInstance().getCalculatedEmotionsDistanceAndWrinkleBased(dataModel));
}
/// <summary>
/// Train the machiene on the basis of wrinkles and distances
/// </summary>
/// <param name="files">Files needs to send to train machine</param>
public void TrainSystemForEmotionDistanceAndWrinkledBased(string[] files)
{
EDRMLMainDistanceAndWrinkleBased.getInstance().trainSystemForEmotionDistanceAndWrinkleBased(EDRIPMain.getInstance().TrainSystemForEmotion(files));
}