GHZMRSpace/Assets/OpenCVForUnity/Examples/ContribModules/face/FaceMarkExample/FaceMarkExample.cs

using UnityEngine;
using UnityEngine.SceneManagement;
using UnityEngine.UI;
using System;
using System.Collections;
using System.Collections.Generic;
using System.Linq;
using OpenCVForUnity.UnityUtils.Helper;
using OpenCVForUnity.UnityUtils;
using OpenCVForUnity.ImgprocModule;
using OpenCVForUnity.CoreModule;
using OpenCVForUnity.FaceModule;
using OpenCVForUnity.ObjdetectModule;
using Rect = OpenCVForUnity.CoreModule.Rect;

namespace OpenCVForUnityExample
{
    /// <summary>
    /// FaceMark Example
    /// An example of detecting facial landmark in a image of WebCamTexture using the face (FaceMark API) module.
    /// The facemark model file can be downloaded here: https://github.com/spmallick/GSOC2017/blob/master/data/lbfmodel.yaml
    /// Please copy to “Assets/StreamingAssets/facemark/” folder.
    /// </summary>
    [RequireComponent (typeof(WebCamTextureToMatHelper))]
    public class FaceMarkExample : MonoBehaviour
    {
        /// <summary>
        /// The gray mat.
        /// </summary>
        Mat grayMat;

        /// <summary>
        /// The texture.
        /// </summary>
        Texture2D texture;

        /// <summary>
        /// The cascade.
        /// </summary>
        CascadeClassifier cascade;

        /// <summary>
        /// The faces.
        /// </summary>
        MatOfRect faces;

        /// <summary>
        /// The webcam texture to mat helper.
        /// </summary>
        WebCamTextureToMatHelper webCamTextureToMatHelper;

        /// <summary>
        /// The facemark.
        /// </summary>
        Facemark facemark;

        /// <summary>
        /// The FPS monitor.
        /// </summary>
        FpsMonitor fpsMonitor;

        string facemark_cascade_filepath;
        string facemark_model_filepath;

        #if UNITY_WEBGL && !UNITY_EDITOR
        IEnumerator getFilePath_Coroutine;
        #endif

        // Use this for initialization
        void Start ()
        {
            fpsMonitor = GetComponent<FpsMonitor> ();

            webCamTextureToMatHelper = gameObject.GetComponent<WebCamTextureToMatHelper> ();

            #if UNITY_WEBGL && !UNITY_EDITOR
            getFilePath_Coroutine = GetFilePath ();
            StartCoroutine (getFilePath_Coroutine);
            #else
            facemark_cascade_filepath = Utils.getFilePath ("lbpcascade_frontalface.xml");
            facemark_model_filepath = Utils.getFilePath ("facemark/lbfmodel.yaml");
            Run ();
            #endif
        }

        #if UNITY_WEBGL && !UNITY_EDITOR
        private IEnumerator GetFilePath ()
        {
            var getFilePathAsync_0_Coroutine = Utils.getFilePathAsync ("lbpcascade_frontalface.xml", (result) => {
                facemark_cascade_filepath = result;
            });
            yield return getFilePathAsync_0_Coroutine;

            var getFilePathAsync_1_Coroutine = Utils.getFilePathAsync ("facemark/lbfmodel.yaml", (result) => {
                facemark_model_filepath = result;
            });
            yield return getFilePathAsync_1_Coroutine;

            getFilePath_Coroutine = null;

            Run ();
        }
        #endif

        // Use this for initialization
        void Run ()
        {
            if (string.IsNullOrEmpty (facemark_cascade_filepath) || string.IsNullOrEmpty (facemark_model_filepath)) {
                Debug.LogError ("model file is not loaded. The facemark model file can be downloaded here: https://github.com/spmallick/GSOC2017/blob/master/data/lbfmodel.yaml\n Please copy to “Assets/StreamingAssets/facemark/” folder. ");
            }
                
            // setup landmarks detector
            facemark = Face.createFacemarkLBF ();
            facemark.loadModel (facemark_model_filepath);

            // setup face detection
            cascade = new CascadeClassifier (facemark_cascade_filepath);
            #if !UNITY_WSA_10_0
            if (cascade.empty ()) {
                Debug.LogError ("cascade file is not loaded. Please copy from “OpenCVForUnity/StreamingAssets/” to “Assets/StreamingAssets/” folder. ");
            }
            #endif


            #if UNITY_ANDROID && !UNITY_EDITOR
            // Avoids the front camera low light issue that occurs in only some Android devices (e.g. Google Pixel, Pixel2).
            webCamTextureToMatHelper.avoidAndroidFrontCameraLowLightIssue = true;
            #endif
            webCamTextureToMatHelper.Initialize ();
        }

        /// <summary>
        /// Raises the webcam texture to mat helper initialized event.
        /// </summary>
        public void OnWebCamTextureToMatHelperInitialized ()
        {
            Debug.Log ("OnWebCamTextureToMatHelperInitialized");

            Mat webCamTextureMat = webCamTextureToMatHelper.GetMat ();


            texture = new Texture2D (webCamTextureMat.cols (), webCamTextureMat.rows (), TextureFormat.RGBA32, false);

            gameObject.GetComponent<Renderer> ().material.mainTexture = texture;

            gameObject.transform.localScale = new Vector3 (webCamTextureMat.cols (), webCamTextureMat.rows (), 1);
            Debug.Log ("Screen.width " + Screen.width + " Screen.height " + Screen.height + " Screen.orientation " + Screen.orientation);

            if (fpsMonitor != null) {
                fpsMonitor.Add ("width", webCamTextureMat.width ().ToString ());
                fpsMonitor.Add ("height", webCamTextureMat.height ().ToString ());
                fpsMonitor.Add ("orientation", Screen.orientation.ToString ());
            }


            float width = webCamTextureMat.width ();
            float height = webCamTextureMat.height ();

            float widthScale = (float)Screen.width / width;
            float heightScale = (float)Screen.height / height;
            if (widthScale < heightScale) {
                Camera.main.orthographicSize = (width * (float)Screen.height / (float)Screen.width) / 2;
            } else {
                Camera.main.orthographicSize = height / 2;
            }
                
            grayMat = new Mat (webCamTextureMat.rows (), webCamTextureMat.cols (), CvType.CV_8UC1);

            faces = new MatOfRect ();
        }

        /// <summary>
        /// Raises the webcam texture to mat helper disposed event.
        /// </summary>
        public void OnWebCamTextureToMatHelperDisposed ()
        {
            Debug.Log ("OnWebCamTextureToMatHelperDisposed");

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


            if (texture != null) {
                Texture2D.Destroy (texture);
                texture = null;
            }

            if (faces != null)
                faces.Dispose ();
        }

        /// <summary>
        /// Raises the webcam texture to mat helper error occurred event.
        /// </summary>
        /// <param name="errorCode">Error code.</param>
        public void OnWebCamTextureToMatHelperErrorOccurred (WebCamTextureToMatHelper.ErrorCode errorCode)
        {
            Debug.Log ("OnWebCamTextureToMatHelperErrorOccurred " + errorCode);
        }

        // Update is called once per frame
        void Update ()
        {
            if (webCamTextureToMatHelper.IsPlaying () && webCamTextureToMatHelper.DidUpdateThisFrame ()) {

                Mat rgbaMat = webCamTextureToMatHelper.GetMat ();

                Imgproc.cvtColor (rgbaMat, grayMat, Imgproc.COLOR_RGBA2GRAY);
                Imgproc.equalizeHist (grayMat, grayMat);

                // detect faces
                cascade.detectMultiScale (grayMat, faces, 1.1, 2, 2, // TODO: objdetect.CV_HAAR_SCALE_IMAGE
                    new Size (grayMat.cols () * 0.2, grayMat.rows () * 0.2), new Size ());

                if (faces.total () > 0) {

                    // fit landmarks for each found face
                    List<MatOfPoint2f> landmarks = new List<MatOfPoint2f> ();
                    facemark.fit (grayMat, faces, landmarks);


                    Rect[] rects = faces.toArray ();
                    for (int i = 0; i < rects.Length; i++) {
//                  Debug.Log ("detect faces " + rects [i]);

                        Imgproc.rectangle (rgbaMat, new Point (rects [i].x, rects [i].y), new Point (rects [i].x + rects [i].width, rects [i].y + rects [i].height), new Scalar (255, 0, 0, 255), 2);
                    }

                    // draw them
                    for (int i = 0; i < landmarks.Count; i++) {
                        MatOfPoint2f lm = landmarks [i];
                        float[] lm_float = new float[lm.total () * lm.channels ()];
                        Utils.copyFromMat<float> (lm, lm_float);

                        DrawFaceLandmark (rgbaMat, ConvertArrayToPointList (lm_float), new Scalar (0, 255, 0, 255), 2);

//                        for (int j = 0; j < lm_float.Length; j = j + 2) {
//                            Point p = new Point (lm_float [j], lm_float [j + 1]);
//                            Imgproc.circle (rgbaMat, p, 2, new Scalar (255, 0, 0, 255), 1);
//                        }
                    }
                }

                Utils.fastMatToTexture2D (rgbaMat, texture);
            }
        }

        private void DrawFaceLandmark (Mat imgMat, List<Point> points, Scalar color, int thickness, bool drawIndexNumbers = false)
        {
            if (points.Count == 5) {

                Imgproc.line (imgMat, points [0], points [1], color, thickness);
                Imgproc.line (imgMat, points [1], points [4], color, thickness);
                Imgproc.line (imgMat, points [4], points [3], color, thickness);
                Imgproc.line (imgMat, points [3], points [2], color, thickness);

            } else if (points.Count == 68) {

                for (int i = 1; i <= 16; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);

                for (int i = 28; i <= 30; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);

                for (int i = 18; i <= 21; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);
                for (int i = 23; i <= 26; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);
                for (int i = 31; i <= 35; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);
                Imgproc.line (imgMat, points [30], points [35], color, thickness);

                for (int i = 37; i <= 41; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);
                Imgproc.line (imgMat, points [36], points [41], color, thickness);

                for (int i = 43; i <= 47; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);
                Imgproc.line (imgMat, points [42], points [47], color, thickness);

                for (int i = 49; i <= 59; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);
                Imgproc.line (imgMat, points [48], points [59], color, thickness);

                for (int i = 61; i <= 67; ++i)
                    Imgproc.line (imgMat, points [i], points [i - 1], color, thickness);
                Imgproc.line (imgMat, points [60], points [67], color, thickness);
            } else {
                for (int i = 0; i < points.Count; i++) {
                    Imgproc.circle (imgMat, points [i], 2, color, -1);
                }
            }

            // Draw the index number of facelandmark points.
            if (drawIndexNumbers) {
                for (int i = 0; i < points.Count; ++i)
                    Imgproc.putText (imgMat, i.ToString (), points [i], Imgproc.FONT_HERSHEY_SIMPLEX, 0.5, new Scalar (255, 255, 255, 255), 1, Imgproc.LINE_AA, false);
            }
        }

        private List<Point> ConvertArrayToPointList (float[] arr, List<Point> pts = null)
        {
            if (pts == null) {
                pts = new List<Point> ();
            }

            if (pts.Count != arr.Length / 2) {
                pts.Clear ();
                for (int i = 0; i < arr.Length / 2; i++) {
                    pts.Add (new Point ());
                }
            }

            for (int i = 0; i < pts.Count; ++i) {
                pts [i].x = arr [i * 2];
                pts [i].y = arr [i * 2 + 1];
            }

            return pts;
        }

        /// <summary>
        /// Raises the destroy event.
        /// </summary>
        void OnDestroy ()
        {
            webCamTextureToMatHelper.Dispose ();

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

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

            #if UNITY_WEBGL && !UNITY_EDITOR
            if (getFilePath_Coroutine != null) {
                StopCoroutine (getFilePath_Coroutine);
                ((IDisposable)getFilePath_Coroutine).Dispose ();
            }
            #endif
        }

        /// <summary>
        /// Raises the back button click event.
        /// </summary>
        public void OnBackButtonClick ()
        {
            SceneManager.LoadScene ("OpenCVForUnityExample");
        }

        /// <summary>
        /// Raises the play button click event.
        /// </summary>
        public void OnPlayButtonClick ()
        {
            webCamTextureToMatHelper.Play ();
        }

        /// <summary>
        /// Raises the pause button click event.
        /// </summary>
        public void OnPauseButtonClick ()
        {
            webCamTextureToMatHelper.Pause ();
        }

        /// <summary>
        /// Raises the stop button click event.
        /// </summary>
        public void OnStopButtonClick ()
        {
            webCamTextureToMatHelper.Stop ();
        }

        /// <summary>
        /// Raises the change camera button click event.
        /// </summary>
        public void OnChangeCameraButtonClick ()
        {
            webCamTextureToMatHelper.requestedIsFrontFacing = !webCamTextureToMatHelper.IsFrontFacing ();
        }
    }
}