sber-ar/Assets/Scripts/Visualizer.cs

using System;
using UnityEngine;
using UI = UnityEngine.UI;
using Klak.TestTools;
using System.Linq;
using System.Collections.Generic;
using Zenject;
using BodyPix;

namespace UltraFace
{
    public sealed class Visualizer : MonoBehaviour
    {
        #region Editable attributes

        [SerializeField] bool _useBodyTracking;
        [SerializeField] FixedImageSource _source = null;
        
        [SerializeField, Range(0, 1)] float _threshold = 0.5f;
        [SerializeField] ResourceSet _faceResources = null;
        [SerializeField] Shader _visualizer = null;
        [SerializeField] Texture2D _texture = null;
        [SerializeField] UI.RawImage _facePreviewUI = null;

        FaceDetector _faceDetector;
        Material _faceMaterial;
        ComputeBuffer _drawArgs;

        [Space(16)]
        [SerializeField] Shader _bodyShader = null;
        [SerializeField] RenderTexture _background = null;
        [SerializeField] BodyPix.ResourceSet _bodyResources;
        [SerializeField] UI.RawImage _bodyPreviewUI = null;
        [SerializeField] float _bodyThreshold;

        BodyDetector _bodyDetector;
        Material _bodyMaterial;

        [Inject] private DetectionSetup _detectionSetup;
 
        public int faceCounter => _faceDetector.Detections.Count();
        public float minFaceHeight
        {
            get
            {
                if(_faceDetector.Detections.Count() == 0)
                    return 0f;
                else
                    return _faceDetector.Detections.Min(face => face.y2 - face.y1);
            }
        }
        public float maxFaceHeight
        {
            get
            {
                if(_faceDetector.Detections.Count() == 0)
                    return 0f;
                else
                    return _faceDetector.Detections.Max(face => face.y2 - face.y1);
            }
        }

        public Action<bool> OnDetectionStatusChanged;
        private List<bool> _detectedCounter;
        private bool _isDetected;

        #endregion

        #region MonoBehaviour implementation

        void Start()
        {
            _faceDetector = new FaceDetector(_faceResources);
            _faceMaterial = new Material(_visualizer);
            _drawArgs = new ComputeBuffer(4, sizeof(uint), ComputeBufferType.IndirectArguments);
            _drawArgs.SetData(new [] {6, 0, 0, 0});
            _detectedCounter = new List<bool>();

            // _bodyDetector = new BodyDetector(_bodyResources, 320, 240);
            // _bodyMaterial = new Material(_bodyShader);
            //_bodyPreviewUI.material = _bodyMaterial;
        }

        public void Init()
        {
            OnDetectionStatusChanged?.Invoke(false);
        }

        void Update()
        {
            if(_useBodyTracking)
            {
                _bodyDetector.ProcessImage(_source.Texture);
                _bodyMaterial.SetTexture("_BgTexture", _background);
                _bodyMaterial.SetTexture("_CameraTexture", _source.Texture);
                _bodyMaterial.SetTexture("_MaskTexture", _bodyDetector.MaskTexture);
                _bodyMaterial.SetFloat("_Threshold", _bodyThreshold);
                _bodyPreviewUI.texture = _source.Texture;
            }

            _faceDetector.ProcessImage(_source.Texture, _threshold);
            _facePreviewUI.texture = _source.Texture;

            if(!_detectionSetup.isValidate) return;

            _detectedCounter.Add(maxFaceHeight >= _detectionSetup.correctFaceHeight ? true : false);
            if(_detectedCounter.Count == 64)
            {
                var trueCounter = _detectedCounter.Count(x => x == true);
                var falseCounter = _detectedCounter.Count(x => x == false);

                Debug.LogWarning($"распознаваний: верных - {trueCounter}, неверных - {falseCounter}");

                if(!_isDetected && trueCounter > falseCounter)
                {
                    _isDetected = true;
                    OnDetectionStatusChanged?.Invoke(_isDetected);
                    Debug.LogWarning("лицо определено");
                }
                else if(_isDetected && trueCounter < falseCounter)
                {
                    _isDetected = false;
                    OnDetectionStatusChanged?.Invoke(_isDetected);
                    Debug.LogWarning("лицо потеряно");
                }
                _detectedCounter = new List<bool>();
            }
        }

        void OnRenderObject()
        {
            return;

            _faceDetector.SetIndirectDrawCount(_drawArgs);
            _faceMaterial.SetFloat("_Threshold", _threshold);
            _faceMaterial.SetTexture("_Texture", _texture);
            _faceMaterial.SetBuffer("_Detections", _faceDetector.DetectionBuffer);
            _faceMaterial.SetPass(_texture == null ? 0 : 1);
            Graphics.DrawProceduralIndirectNow(MeshTopology.Triangles, _drawArgs, 0);
        }

        void OnDestroy()
        {
            _faceDetector?.Dispose();
            Destroy(_faceMaterial);
            _drawArgs?.Dispose();

            _bodyDetector?.Dispose();
            _bodyDetector = null;

            Destroy(_bodyMaterial);
            _bodyMaterial = null;
        }

        #endregion
    }
}