Health/Assets/Scripts/FaceDetectManager.cs

using Rect = OpenCVCompact.Rect;
using OpenCVCompact;
using System;
using UnityEngine;
using OpenCVForUnity.UnityUtils.Helper;
using System.Collections.Generic;

[RequireComponent(typeof(OpenCVCompact.WebCamTextureToMatHelper))]
public class FaceDetectManager : MonoBehaviour
{
    //Related To DNN Model
    dnn.DNNUtils dnnUtils;

    //Image Capture
    OpenCVCompact.WebCamTextureToMatHelper _webCamTextureToMatHelper;
    Texture2D videoTexture;
    private double _lndmrkEstScore;
    private Mat mat4Process;
    private Mat grayMat4Process;
    private Mat mat4Display;
    private Mat lndmrk;
    private MatOfRect detectionResult;
    private Rect detectRect;
    int[] faceRect = new int[4];

    private FaceDetectUI panel;

    // Start is called before the first frame update
    void Awake()
    {
        UIManager.Instance.LoadReset();
        panel = UIManager.Instance.ShowPanel<FaceDetectUI>();

        InitModel();
        InitVariable();

        _webCamTextureToMatHelper = gameObject.GetComponent<OpenCVCompact.WebCamTextureToMatHelper>();
        _webCamTextureToMatHelper.Initialize();
    }

    private void OnDestroy()
    {
        if (mat4Process != null)
            mat4Process.Dispose();

        if (grayMat4Process != null)
            grayMat4Process.Dispose();

        //if (img4Thread != null)
        //    img4Thread.Dispose();

        if (lndmrk != null)
            lndmrk.Dispose();

        //if (lndmrk4Thread != null)
        //    lndmrk4Thread.Dispose();

        if (mat4Display != null)
            mat4Display.Dispose();

        //if (mat4DisplayTexture != null)
        //    mat4DisplayTexture.Dispose();

        //if (probExp != null)
        //    probExp.Dispose();

        _webCamTextureToMatHelper.Dispose();
    }

    private void InitVariable()
    {
        mat4Process = new Mat();
        grayMat4Process = new Mat();
        detectionResult = new MatOfRect();
        detectRect = new Rect();
        lndmrk = new Mat(2, 84, CvType.CV_32FC1, 0.0f);

        InvokeRepeating("AnalyzingFace", 0.5f, 1f);
    }

    private bool InitModel()
    {
        dnnUtils = new dnn.DNNUtils();
        string dnnLndmrkDetectModelFilePath;
        string dnnFaceAttr7ModelFilePath;
        string dnnFaceExpModelFilePath;
        string multiTinyFaceDetectModelFilePath;
        string YOLOV3DetectModelFilePath;
        string YOLOV3DetectParamFilePath;
        string YOLOV3DetectOpenCVModelFilePath;
        string YOLOV3DetectOpenCVParamFilePath;

        //Init Model File Path
#if (UNITY_ANDROID || UNITY_IOS) && !UNITY_EDITOR
            dnnLndmrkDetectModelFilePath = Utils.getFilePath("FaceAnalyzer/face_lndmrk_detect_mobile.bin");
#else
        dnnLndmrkDetectModelFilePath = Utils.getFilePath("FaceAnalyzer/face_lndmrk_detect.bin");
#endif

#if (UNITY_ANDROID || UNITY_IOS) && !UNITY_EDITOR
            dnnFaceAttr7ModelFilePath = Utils.getFilePath("FaceAnalyzer/att_7_mobile.bin");
#else
        dnnFaceAttr7ModelFilePath = Utils.getFilePath("FaceAnalyzer/att_7.bin");
#endif

#if (UNITY_ANDROID || UNITY_IOS) && !UNITY_EDITOR
            dnnFaceExpModelFilePath = Utils.getFilePath("FaceAnalyzer/face_exp_mobile.bin");
#else
        dnnFaceExpModelFilePath = Utils.getFilePath("FaceAnalyzer/face_exp.bin");
#endif
        multiTinyFaceDetectModelFilePath = Utils.getFilePath("FaceAnalyzer/multi_tiny_face_detect_mobile.bin");
        YOLOV3DetectModelFilePath = Utils.getFilePath("FaceAnalyzer/yolov3.bin");
        YOLOV3DetectParamFilePath = Utils.getFilePath("FaceAnalyzer/yolov3.param");

        YOLOV3DetectOpenCVModelFilePath = Utils.getFilePath("FaceAnalyzer/yolov3-tiny.weights");
        YOLOV3DetectOpenCVParamFilePath = Utils.getFilePath("FaceAnalyzer/yolov3-tiny.cfg");

        bool initFaceLndmrkRes;

        initFaceLndmrkRes = dnnUtils.InitFaceLandmarkDetect(dnnLndmrkDetectModelFilePath);
        if (initFaceLndmrkRes == false)
        {
            Debug.LogError(dnnLndmrkDetectModelFilePath + " file is not loaded.");
            Debug.LogError(dnnLndmrkDetectModelFilePath + " file is not existed on StreamingAssets Folder. Please copy from <20><>Assets/FaceAnalyzer/StreamingAssets/<2F><> to <20><>Assets/StreamingAssets/<2F><> folder.");
        }

        dnnUtils.InitHeadPoseEstimation();

        int initFaceAttrRes = dnnUtils.InitFaceAttribNet_7(dnnFaceAttr7ModelFilePath);
        if (initFaceAttrRes <= 0)
        {
            Debug.LogError(dnnFaceAttr7ModelFilePath + " file is not loaded.");
            Debug.LogError(dnnFaceAttr7ModelFilePath + " file is not existed on StreamingAssets Folder. Please copy from <20><>Assets/FaceAnalyzer/StreamingAssets/<2F><> to <20><>Assets/StreamingAssets/<2F><> folder.");
        }

        int initFaceExpRes = dnnUtils.InitFaceExpressionNet_7(dnnFaceExpModelFilePath);
        if (initFaceExpRes <= 0)
        {
            Debug.LogError(dnnFaceExpModelFilePath + " file is not loaded.");
            Debug.LogError(dnnFaceExpModelFilePath + " file is not existed on StreamingAssets Folder. Please copy from <20><>Assets/FaceAnalyzer/StreamingAssets/<2F><> to <20><>Assets/StreamingAssets/<2F><> folder.");
        }

        int initMultiTinyFaceDetectRes = dnnUtils.InitMultiTinyFaceDetector(multiTinyFaceDetectModelFilePath);
        if (initMultiTinyFaceDetectRes <= 0)
        {
            Debug.LogError(multiTinyFaceDetectModelFilePath + " file is not loaded.");
            Debug.LogError(multiTinyFaceDetectModelFilePath + " file is not existed on StreamingAssets Folder. Please copy from <20><>Assets/FaceAnalyzer/StreamingAssets/<2F><> to <20><>Assets/StreamingAssets/<2F><> folder.");
        }

        int initYOLOV3DetectRes = dnnUtils.InitYOLOV3Detector(YOLOV3DetectModelFilePath, YOLOV3DetectParamFilePath);
        if (initYOLOV3DetectRes == -1)
        {
            Debug.LogError(YOLOV3DetectModelFilePath + " file is not loaded.");
            Debug.LogError(YOLOV3DetectModelFilePath + " file is not existed on StreamingAssets Folder. Please copy from <20><>Assets/FaceAnalyzer/StreamingAssets/<2F><> to <20><>Assets/StreamingAssets/<2F><> folder.");
        }
        else if (initYOLOV3DetectRes == -2)
        {
            Debug.LogError(YOLOV3DetectParamFilePath + " file is not loaded.");
            Debug.LogError(YOLOV3DetectParamFilePath + " file is not existed on StreamingAssets Folder. Please copy from <20><>Assets/FaceAnalyzer/StreamingAssets/<2F><> to <20><>Assets/StreamingAssets/<2F><> folder.");
        }

        dnnUtils.InitLabels_7();
        dnnUtils.InitExpLabels_7();
        dnnUtils.InitObjectLabels_21();
        dnnUtils.InitKalmanFilter(10f);

        return true;
    }

    private void AnalyzingFace()
    {
        if (!_webCamTextureToMatHelper.IsPlaying() || !_webCamTextureToMatHelper.DidUpdateThisFrame())
            return;

        mat4Display = _webCamTextureToMatHelper.GetMat();
        mat4Display.copyTo(mat4Process);

        //Face Detect
        panel.RefreshData(LandmarkDetect());
    }

    private Dictionary<string, string> LandmarkDetect()
    {
        Mat prob = new Mat();
        Dictionary<string, string> retVal = null;

        if (dnnUtils.EstFaceAttribNet_7(mat4Process.nativeObj, lndmrk.nativeObj, CvType.COLOR_RGBA, prob.nativeObj) == true)
        {
            dnnUtils.ParseEstFaceAttrib_7(prob);

            string text = string.Empty;
            retVal = new Dictionary<string, string>(dnnUtils.dnnFaceAttribRes_7);
            int idx = 0;
            foreach (var pair in dnnUtils.dnnFaceAttribRes_7)
            {
                string tmp;
                if (idx % 2 == 0)
                    tmp = string.Format("[{0}] : {1}\n", pair.Key, pair.Value);
                else
                    tmp = string.Format("[{0}] : {1}\t\t", pair.Key, pair.Value);

                text = string.Concat(text, tmp);

                idx = idx + 1;
            }
            Debug.LogWarning(text.Substring(0, text.Length - 1));
        }
        prob.Dispose();

        return retVal;
    }
}