Esempio n. 1
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        public static void ExportFbx([DefaultVar]UnityParser parser, object[] skinnedMeshRendererIDs, object[] animationParsers, int startKeyframe, int endKeyframe, bool linear, bool EulerFilter, double filterPrecision, string path, string exportFormat, bool allFrames, bool allBones, bool skins, bool compatibility)
        {
            List<double> sMeshIDList = new List<double>(Utility.Convert<double>(skinnedMeshRendererIDs));
            List<MeshRenderer> sMeshes = new List<MeshRenderer>(sMeshIDList.Count);
            for (int i = 0; i < sMeshIDList.Count; i++)
            {
                int sMeshID = (int)sMeshIDList[i];
                if (i > 0 && sMeshID < 0)
                {
                    for (sMeshID = (int)sMeshIDList[i - 1] + 1; sMeshID < -(int)sMeshIDList[i]; sMeshID++)
                    {
                        SkinnedMeshRenderer sMesh = parser.Cabinet.LoadComponent(sMeshID);
                        if (sMesh == null)
                        {
                            continue;
                        }
                        sMeshes.Add(sMesh);
                    }
                }
                else
                {
                    SkinnedMeshRenderer sMesh = parser.Cabinet.LoadComponent(sMeshID);
                    if (sMesh == null)
                    {
                        continue;
                    }
                    sMeshes.Add(sMesh);
                }
            }

            UnityConverter imp = new UnityConverter(parser, sMeshes, skins);

            FbxUtility.Export(path, imp, startKeyframe, endKeyframe, linear, EulerFilter, (float)filterPrecision, exportFormat, allFrames, allBones, skins, compatibility);
        }
Esempio n. 2
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        public static void ExportFbx([DefaultVar] UnityParser parser, object[] skinnedMeshRendererIDs, object[] animationParsers, int startKeyframe, int endKeyframe, bool linear, bool EulerFilter, double filterPrecision, string path, string exportFormat, bool allFrames, bool allBones, bool skins, bool compatibility)
        {
            List <double>       sMeshIDList = new List <double>(Utility.Convert <double>(skinnedMeshRendererIDs));
            List <MeshRenderer> sMeshes     = new List <MeshRenderer>(sMeshIDList.Count);

            for (int i = 0; i < sMeshIDList.Count; i++)
            {
                int sMeshID = (int)sMeshIDList[i];
                if (i > 0 && sMeshID < 0)
                {
                    for (sMeshID = (int)sMeshIDList[i - 1] + 1; sMeshID < -(int)sMeshIDList[i]; sMeshID++)
                    {
                        SkinnedMeshRenderer sMesh = parser.Cabinet.LoadComponent(sMeshID);
                        if (sMesh == null)
                        {
                            continue;
                        }
                        sMeshes.Add(sMesh);
                    }
                }
                else
                {
                    SkinnedMeshRenderer sMesh = parser.Cabinet.LoadComponent(sMeshID);
                    if (sMesh == null)
                    {
                        continue;
                    }
                    sMeshes.Add(sMesh);
                }
            }

            UnityConverter imp = new UnityConverter(parser, sMeshes, skins);

            FbxUtility.Export(path, imp, startKeyframe, endKeyframe, linear, EulerFilter, (float)filterPrecision, exportFormat, allFrames, allBones, skins, compatibility);
        }
Esempio n. 3
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    /// <summary>
    /// draw a specific person
    /// </summary>
    /// <param name="personIndex">the person to draw</param>
    /// <param name="state">the person state</param>
    void DrawPerson(uint personIndex, PlayerSelection.PersonIDState state)
    {
        OmekFramework.Common.BasicTypes.SpaceTypes.Vector3 personPositionFrmk;
        BeckonData.Persons[personIndex].CenterOfMass3D.Get(out personPositionFrmk);
        Vector3 personPosition     = UnityConverter.ToUnity(personPositionFrmk);
        Vector2 screenPosition     = WorldToScreenProjection(personPosition);
        int     playerRectHalfSize = m_personRectSize / 2;

        if (UnityPlayerColorThemes.Instance != null)
        {
            GUI.color = UnityPlayerColorThemes.Instance.GetPlayerColorTheme((int)personIndex).m_radar;
        }
        else
        {
            GUI.color = BeckonManager.BeckonInstance.PersonProperties.GetPropertyOfPerson <Color32>(personIndex, m_radarColors, UnityPlayerManagement.IndexingScheme);
        }
        Rect playerRect = new Rect(screenPosition.x - playerRectHalfSize, screenPosition.y - playerRectHalfSize, m_personRectSize, m_personRectSize);

        if (m_personTexture != null)
        {
            GUI.DrawTexture(playerRect, m_personTexture, ScaleMode.ScaleToFit, true);
        }
        else
        {
            GUI.Label(playerRect, "", m_playerRectStyle);
        }
    }
Esempio n. 4
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        public static void ExportMorphFbx([DefaultVar] Animator animator, object[] meshes, string path, string exportFormat, bool oneBlendShape, bool compatibility)
        {
            MeshRenderer[]      meshArray = Utility.Convert <MeshRenderer>(meshes);
            List <MeshRenderer> meshList  = new List <MeshRenderer>(meshArray);
            UnityConverter      imp       = new UnityConverter(animator, meshList, false, true);

            FbxUtility.ExportMorph(path, imp, exportFormat, oneBlendShape, compatibility);
        }
Esempio n. 5
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    private Vector3 ConstrainPosition(OmekFramework.Common.BasicTypes.SpaceTypes.Vector3 pointerPosition)
    {
        Vector2 unityCurPosition    = UnityConverter.ToUnity(pointerPosition);
        Vector2 constrainedPosition = new Vector2(m_relativeActiveScreenArea.x + Mathf.Clamp01(unityCurPosition.x) * m_relativeActiveScreenArea.width,
                                                  m_relativeActiveScreenArea.y + Mathf.Clamp01(unityCurPosition.y) * m_relativeActiveScreenArea.height);

        return(constrainedPosition);
    }
Esempio n. 6
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        public static void ExportMorphFbx([DefaultVar]Animator animator, object[] meshes, string path, string exportFormat, bool oneBlendShape, bool compatibility)
        {
            MeshRenderer[] meshArray = Utility.Convert<MeshRenderer>(meshes);
            List<MeshRenderer> meshList = new List<MeshRenderer>(meshArray);
            UnityConverter imp = new UnityConverter(animator, meshList, false, true);

            FbxUtility.ExportMorph(path, imp, exportFormat, oneBlendShape, compatibility);
        }
Esempio n. 7
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    private void Start()
    {
        _originalMeshes = new List <Mesh>();
        _meshes         = new List <Mesh>();

        _slider = GetComponent <Slider>();
        _slider.onValueChanged.AddListener(OnValueChanged);

        Renderer[] renderers = original.GetComponentsInChildren <Renderer>();

        HashSet <Mesh> uniqueMeshes = new HashSet <Mesh>();

        foreach (Renderer renderer in renderers)
        {
            if (renderer is MeshRenderer meshRenderer)
            {
                var meshFilter = renderer.gameObject.GetComponent <MeshFilter>();
                if (!meshFilter)
                {
                    continue;
                }

                var mesh = meshFilter.sharedMesh;

                _polycount += mesh.triangles.Length;

                if (!uniqueMeshes.Add(mesh))
                {
                    continue;
                }

                _originalMeshes.Add(mesh);

                // Clone mesh
                mesh = meshFilter.sharedMesh = UnityConverter.ToSharedMesh(mesh).ToUnityMesh();
                _meshes.Add(mesh);
            }
            else if (renderer is SkinnedMeshRenderer skinnedMeshRenderer)
            {
                var mesh = skinnedMeshRenderer.sharedMesh;

                _polycount += mesh.triangles.Length;

                if (!uniqueMeshes.Add(mesh))
                {
                    continue;
                }

                _originalMeshes.Add(mesh);

                // Clone mesh
                mesh = skinnedMeshRenderer.sharedMesh = mesh.ToSharedMesh().ToUnityMesh();
                _meshes.Add(mesh);
            }
        }

        OnValueChanged(1);
    }
Esempio n. 8
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        public static void ExportFbx([DefaultVar]Animator animator, object[] meshes, object[] animationParsers, int startKeyframe, int endKeyframe, bool linear, bool EulerFilter, double filterPrecision, string path, string exportFormat, bool allFrames, bool allBones, bool skins, bool compatibility)
        {
            MeshRenderer[] meshArray = Utility.Convert<MeshRenderer>(meshes);
            List<MeshRenderer> meshList = new List<MeshRenderer>(meshArray);

            UnityConverter imp = new UnityConverter(animator, meshList, skins, false);

            FbxUtility.Export(path, imp, startKeyframe, endKeyframe, linear, EulerFilter, (float)filterPrecision, exportFormat, allFrames, allBones, skins, compatibility);
        }
Esempio n. 9
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        public static void ExportFbx([DefaultVar] Animator animator, object[] meshes, object[] animationParsers, int startKeyframe, int endKeyframe, bool linear, bool EulerFilter, double filterPrecision, string path, string exportFormat, bool allFrames, bool allBones, bool skins, bool compatibility)
        {
            MeshRenderer[]      meshArray = Utility.Convert <MeshRenderer>(meshes);
            List <MeshRenderer> meshList  = new List <MeshRenderer>(meshArray);

            UnityConverter imp = new UnityConverter(animator, meshList, skins, false);

            FbxUtility.Export(path, imp, startKeyframe, endKeyframe, linear, EulerFilter, (float)filterPrecision, exportFormat, allFrames, allBones, skins, compatibility);
        }
Esempio n. 10
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    public void OnDrawGizmosSelected()
    {
        if (!enabled || !Application.isPlaying)
        {
            return;
        }

        // find who has most pointers
        int maxPointerHolder = GetMaxPointerHolder();

        if (maxPointerHolder == -1)
        {
            return;
        }

        Gizmos.color = Color.blue;
        foreach (Omek.JointID joint in
                 System.Enum.GetValues(typeof(Omek.JointID)))
        {
            if (joint == Omek.JointID.unknown)
            {
                continue;
            }
            Omek.JointID commonJoint = (Omek.JointID)joint;

            OmekFramework.Common.BasicTypes.SpaceTypes.Vector3 frameworkPos;
            OmekFramework.Common.BasicTypes.ReturnCode         rc = BeckonData.Persons[(uint)maxPointerHolder].Skeleton[commonJoint].Position.World.Get(out frameworkPos);
            if (!rc.IsError())
            {
                frameworkPos.x = -frameworkPos.x;
                //Debug.Log(joint + " pos = " + jointPos);
                Gizmos.DrawSphere(transform.position + UnityConverter.ToUnitySpace(frameworkPos) * 0.01f, 0.05f);
            }
        }

        foreach (PointerData pd in m_currentPointers)
        {
            if (pd.m_personID != maxPointerHolder || pd.m_pointer == null)
            {
                continue;
            }

            Vector3 boxCenter = UnityConverter.ToUnitySpace(pd.m_pointer.ActualMovementBox.CenterOffset) * 0.01f;
            boxCenter.x  = -boxCenter.x;
            boxCenter   += transform.position;
            Gizmos.color = Color.red;
            Gizmos.DrawWireCube(boxCenter, UnityConverter.ToUnity(pd.m_pointer.ActualMovementBox.Dimensions) * 0.01f);

            Gizmos.color = Color.green;
            Vector3 jointPosition = UnityConverter.ToUnitySpace(pd.m_pointer.NoiseReduceJointPosition) * 0.01f;
            jointPosition.x = -jointPosition.x;
            Gizmos.DrawSphere(transform.position + jointPosition, 0.05f);
        }
    }
Esempio n. 11
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        private void SetDecimation(float value, Dictionary <string, float> variables)
        {
            ConnectedMesh[] connectedMeshes = _originalMeshes.Select(x => UnityConverter.ToSharedMesh(x).ToConnectedMesh()).ToArray();

            foreach (ConnectedMesh connectedMesh in connectedMeshes)
            {
                for (int i = 0; i < connectedMesh.attributeDefinitions.Length; i++)
                {
                    switch (connectedMesh.attributeDefinitions[i].type)
                    {
                    case AttributeType.Normals:
                        connectedMesh.attributeDefinitions[i].weight = variables["NormalWeight"];
                        break;

                    case AttributeType.UVs:
                        connectedMesh.attributeDefinitions[i].weight = variables["UVsWeight"];
                        break;
                    }
                }
            }

            foreach (ConnectedMesh connectedMesh in connectedMeshes)
            {
                // Important step :
                // We merge positions to increase chances of having correct topology information
                // We merge attributes in order to make interpolation properly operate on every face
                connectedMesh.MergePositions(0.0001f /*variables["MergeThreshold"]*/);
                connectedMesh.MergeAttributes();
                connectedMesh.Compact();
            }

            DecimateModifier.MergeNormalsThresholdDegrees = variables["MergeNormalsThreshold"];
            //DecimateModifier.UpdateFarNeighbors = variables["UpdateFarNeighbors"] > 0.5;
            //DecimateModifier.UpdateMinsOnCollapse = variables["UpdateMinsOnCollapse"] > 0.5;
            //DecimateModifier.UseEdgeLength = variables["UseEdgeLength"] > 0.5;
            DecimateModifier.CollapseToMidpointPenalty = variables["CollapseToMidpointPenalty"];
            ConnectedMesh.EdgeBorderPenalty            = variables["EdgeBorderPenalty"];

            SceneDecimator sceneDecimator = new SceneDecimator();

            sceneDecimator.Initialize(connectedMeshes);

            sceneDecimator.DecimateToRatio(value);

            for (int i = 0; i < connectedMeshes.Length; i++)
            {
                _meshes[i].Clear();
                connectedMeshes[i].ToSharedMesh().ToUnityMesh(_meshes[i]);
                _meshes[i].bindposes = _originalMeshes[i].bindposes;
            }
        }
Esempio n. 12
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    /// <summary>
    /// Center the world box so the current position will be the center of the new box
    /// </summary>
    /// <param name="updateTargetBox">should the TargetBox be updated accordingly so the CurrentValue will stay in place</param>
    /// <param name="smoothChange">should the change in position be smoothed or should it happen abruptly</param>
    /// <returns>Return code that represent the status of the run</returns>
    public bool RecenterOnWorldPosition(bool updateTargetBox, bool smoothChange)
    {
        ReturnCode rc = m_transformer.RecenterOnWorldPosition(updateTargetBox, smoothChange);

        if (!rc.IsError())
        {
            WorldBox.CenterOffset  = UnityConverter.ToUnity(m_transformer.WorldBox.CenterOffset);
            WorldBox.Dimensions    = UnityConverter.ToUnity(m_transformer.WorldBox.Dimensions);
            TargetBox.CenterOffset = UnityConverter.ToUnity(m_transformer.TargetBox.CenterOffset);
            TargetBox.Dimensions   = UnityConverter.ToUnity(m_transformer.TargetBox.Dimensions);
            return(true);
        }
        else
        {
            Debug.LogError(rc);
            return(false);
        }
    }
Esempio n. 13
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    /// <summary>
    /// Center the world box so the CurrentValue will be at targetPosition
    /// </summary>
    /// <param name="targetPosition">the wanted position for CurrentValue, must be inside TargetBox</param>
    /// <param name="smoothChange">should the change in position be smoothed or should it happen abruptly</param>
    /// <returns>Return code that represent the status of the run</returns>
    public bool RecenterOnTargetPosition(UnityEngine.Vector3 targetPosition, bool smoothChange = true)
    {
        ReturnCode rc = m_transformer.RecenterOnTargetPosition(UnityConverter.ToFramework(targetPosition), smoothChange);

        if (!rc.IsError())
        {
            WorldBox.CenterOffset  = UnityConverter.ToUnity(m_transformer.WorldBox.CenterOffset);
            WorldBox.Dimensions    = UnityConverter.ToUnity(m_transformer.WorldBox.Dimensions);
            TargetBox.CenterOffset = UnityConverter.ToUnity(m_transformer.TargetBox.CenterOffset);
            TargetBox.Dimensions   = UnityConverter.ToUnity(m_transformer.TargetBox.Dimensions);
            return(true);
        }
        else
        {
            Debug.LogError(rc);
            return(false);
        }
    }
Esempio n. 14
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    private void OnValueChanged(float value)
    {
        polycountLabel.text = $"{Math.Round(100 * value)}% ({Math.Round(value * _polycount)}/{_polycount} triangles)";

        Profiling.Start("Convert");

        var connectedMeshes = _originalMeshes.Select(x => UnityConverter.ToSharedMesh(x).ToConnectedMesh()).ToArray();

        Debug.Log(Profiling.End("Convert"));
        Profiling.Start("Clean");

        foreach (var connectedMesh in connectedMeshes)
        {
            // Important step :
            // We merge positions to increase chances of having correct topology information
            // We merge attributes in order to make interpolation properly operate on every face
            connectedMesh.MergePositions(0.0001f);
            connectedMesh.MergeAttributes();
            connectedMesh.Compact();
        }

        Debug.Log(Profiling.End("Clean"));
        Profiling.Start("Decimate");

        SceneDecimator sceneDecimator = new SceneDecimator();

        sceneDecimator.Initialize(connectedMeshes);

        sceneDecimator.DecimateToRatio(value);

        Debug.Log(Profiling.End("Decimate"));
        Profiling.Start("Convert back");

        for (int i = 0; i < connectedMeshes.Length; i++)
        {
            _meshes[i].Clear();
            connectedMeshes[i].ToSharedMesh().ToUnityMesh(_meshes[i]);
            _meshes[i].bindposes = _originalMeshes[i].bindposes;
        }

        Debug.Log(Profiling.End("Convert back"));
    }
Esempio n. 15
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 /// <summary>
 /// Copy changed parameters from unity to the framework
 /// </summary>
 private void SetParameterFromUnity()
 {
     m_transformer.TrackedObjectID = PersonOrPlayerID;
     m_transformer.UsePlayerID     = UsePlayerID;
     m_transformer.SourceJoint     = (Omek.JointID)SourceJoint;
     if (UseRelativeJoint)
     {
         m_transformer.SetBoxRelativeToJoint((Omek.JointID)JointRelativeTo);
     }
     else
     {
         m_transformer.SetBoxToAbsoluteCoordinates();
     }
     m_transformer.WorldBox.CenterOffset  = UnityConverter.ToFramework(WorldBox.CenterOffset);
     m_transformer.WorldBox.Dimensions    = UnityConverter.ToFramework(WorldBox.Dimensions);
     m_transformer.TargetBox.CenterOffset = UnityConverter.ToFramework(TargetBox.CenterOffset);
     m_transformer.TargetBox.Dimensions   = UnityConverter.ToFramework(TargetBox.Dimensions);
     m_transformer.MinConfidenceValue     = (uint)MinConfidenceValue;
     m_transformer.SmoothFactor           = SmoothFactor;
     m_transformer.InvertXAxis            = InvertXAxis;
     m_transformer.InvertYAxis            = !InvertYAxis; // y axis should be inverted between Unity and the Framework
     m_transformer.InvertZAxis            = InvertZAxis;
 }
Esempio n. 16
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 /// <summary>
 /// Returns an instance of a framework Movement box from this box's data
 /// </summary>
 /// <returns></returns>
 public OmekFramework.Common.BasicTypes.MovementBox ToFrameworkMovementBox()
 {
     return(new OmekFramework.Common.BasicTypes.MovementBox(UnityConverter.ToFramework(CenterOffset), UnityConverter.ToFramework(Dimensions)));
 }
Esempio n. 17
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 /// <summary>
 /// Constructor from a framework movement box
 /// </summary>
 /// <param name="movementBox">Framework movement box</param>
 public MovementBox(OmekFramework.Common.BasicTypes.MovementBox movementBox)
 {
     CenterOffset = UnityConverter.ToUnity(movementBox.CenterOffset);
     Dimensions   = UnityConverter.ToUnity(movementBox.Dimensions);
 }
    // We use LateUpdate so the transforms will be updated by all other animation.
    // We'll compute the transform of the tracking animation and blend them together
    void LateUpdate()
    {
        CheckForPersonChange();
        if (m_initalized)
        {
            m_weight = calcualteCurrentWeight();
            if (m_weight > 0)
            {
                OMKStatus rc = OMKStatus.OMK_ERROR_SKELETON_NOT_FOUND;
                if (m_useRetargetSkeleton)
                {
                    rc = BeckonManager.BeckonInstance.PersonAnalyzer.getRetargetedSkeleton(m_characterName, ref m_currentSkeleton);
                }
                else
                {
                    Omek.IPerson person;
                    rc = BeckonManager.BeckonInstance.PersonAnalyzer.getPerson((uint)m_lastPersonIndex, out person);
                    if (rc == OMKStatus.OMK_SUCCESS)
                    {
                        rc = person.copySkeleton(m_currentSkeleton);
                    }
                }
                if (rc != OMKStatus.OMK_SUCCESS)
                {
                    return;
                }
                Quaternion baseRotation = m_transform.rotation;
                m_transform.rotation = Quaternion.identity;
                float[] beckonQuat = new float[4];
                foreach (TransformWrapper transformWrapper in m_hierarchyList)
                {
                    if (!transformWrapper.m_active || transformWrapper.m_transform == null)
                    {
                        continue;
                    }
                    Omek.JointID jointID = transformWrapper.m_jointID;
                    if (m_mirror)
                    {
                        jointID = GetReflectedJointID(jointID);
                    }

                    rc = m_currentSkeleton.getJointOrientation((JointID)jointID, true, beckonQuat);

                    if (rc == OMKStatus.OMK_SUCCESS)
                    {
                        // fixing quaternion handness
                        Quaternion quat = UnityConverter.ToUnityQuaternion(beckonQuat);
                        if (m_mirror)
                        {
                            quat.x = -quat.x;
                            quat.w = -quat.w;
                        }

                        // add the original base T-pose rotation to the current rotation.
                        quat = quat * transformWrapper.m_originalRotation;

                        //Smoothly rotate towards the new quaternion based on the confidence

                        UpdateConfidence(transformWrapper.m_confidanceParams, jointID);
                        if (transformWrapper.m_confidanceParams.m_currentConfidence >= 70)
                        {
                            if (m_useSmoothing == true)
                            {
                                quat = RotateTowards(transformWrapper.m_lastRotation, quat, Time.deltaTime * m_animationSmoothing);
                            }
                        }
                        else
                        {
                            quat = transformWrapper.m_lastRotation;
                        }

                        // save the current rotation for next frame
                        transformWrapper.m_lastRotation = quat;

                        // smoothly blend in, the orientation from tracking with the transform orientation from all other animations base on animation weight
                        transformWrapper.m_transform.rotation = Quaternion.Slerp(transformWrapper.m_transform.rotation, quat, m_weight * transformWrapper.m_confidanceParams.m_confidenceWeight);

                        if (transformWrapper.m_rollJoint != null && transformWrapper.m_rollJoint.m_transform != null && transformWrapper.m_rollJoint.m_active)
                        {
                            rollRotation(transformWrapper.m_rollJoint);
                        }
                    }
                }
                m_transform.rotation = baseRotation;
            }
        }
    }
Esempio n. 19
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        private void Start()
        {
            _originalMeshes = new List <Mesh>();
            _meshes         = new List <Mesh>();

            Renderer[] renderers = gameObject.GetComponentsInChildren <Renderer>();

            HashSet <Mesh> uniqueMeshes = new HashSet <Mesh>();

            foreach (Renderer renderer in renderers)
            {
                if (renderer is MeshRenderer meshRenderer)
                {
                    MeshFilter meshFilter = renderer.gameObject.GetComponent <MeshFilter>();
                    if (!meshFilter)
                    {
                        continue;
                    }

                    Mesh mesh = meshFilter.sharedMesh;

                    if (!uniqueMeshes.Add(mesh))
                    {
                        continue;
                    }

                    _originalMeshes.Add(mesh);

                    // Clone mesh
                    mesh = meshFilter.sharedMesh = UnityConverter.ToSharedMesh(mesh).ToUnityMesh();
                    _meshes.Add(mesh);
                }
                else if (renderer is SkinnedMeshRenderer skinnedMeshRenderer)
                {
                    Mesh mesh = skinnedMeshRenderer.sharedMesh;

                    if (!uniqueMeshes.Add(mesh))
                    {
                        continue;
                    }

                    _originalMeshes.Add(mesh);

                    // Clone mesh
                    mesh = skinnedMeshRenderer.sharedMesh = mesh.ToSharedMesh().ToUnityMesh();
                    _meshes.Add(mesh);
                }
            }

            Camera camera = Camera.main;

            Texture2D textureOriginal = CalibrationUtils.CaptureScreenshot(camera, 1000, 1000);

            File.WriteAllBytes(@"C:\Users\oginiaux\Downloads\trace\original.jpg", textureOriginal.EncodeToJPG());
            Digest originalDigest = ImagePhash.ComputeDigest(CalibrationUtils.ToLuminanceImage(textureOriginal));

            List <Dictionary <string, float> > results = new List <Dictionary <string, float> >();

            float highestCorrelation = float.MinValue;

            for (int i = 0; i < iterations; i++)
            {
                Dictionary <string, float> values = new Dictionary <string, float>();

                values["NormalWeight"]          = Random.Range(0f, 100f);
                values["MergeThreshold"]        = Random.Range(0.00001f, 0.1f);
                values["MergeNormalsThreshold"] = MathF.Cos(Random.Range(5f, 140f) * MathF.PI / 180f);
                values["UseEdgeLength"]         = Random.Range(0f, 1f);
                values["UpdateFarNeighbors"]    = Random.Range(0f, 0.75f);
                values["UpdateMinsOnCollapse"]  = Random.Range(0.25f, 1f);
                values["EdgeBorderPenalty"]     = Random.Range(0f, 1000f);
                values["Case"] = i;

                System.Diagnostics.Stopwatch sw = System.Diagnostics.Stopwatch.StartNew();

                SetDecimation(0.5f, values);

                sw.Stop();
                values["Time"] = (float)sw.Elapsed.TotalMilliseconds;

                Texture2D textureDecimated = CalibrationUtils.CaptureScreenshot(camera, 1000, 1000);
                Digest    modified         = ImagePhash.ComputeDigest(CalibrationUtils.ToLuminanceImage(textureDecimated));

                values["Correlation"] = ImagePhash.GetCrossCorrelation(originalDigest, modified);

                if (highestCorrelation < values["Correlation"])
                {
                    highestCorrelation = values["Correlation"];
                    File.WriteAllBytes($@"C:\Users\oginiaux\Downloads\trace\case_{i}.jpg", textureDecimated.EncodeToJPG());
                }

                results.Add(values);
            }

            foreach (Dictionary <string, float> result in results.OrderByDescending(x => x["Correlation"]).Take(3))
            {
                StringBuilder strbldr = new StringBuilder();
                foreach (KeyValuePair <string, float> pair in result.OrderBy(x => x.Key))
                {
                    strbldr.Append($"{pair.Key} = {pair.Value}\n");
                }
                Debug.Log(strbldr);
            }
        }
Esempio n. 20
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 private void OnEnable()
 {
     SetParameterFromUnity();
     m_transformer.SetInitialPosition(UnityConverter.ToFramework(transform.localPosition));
 }
Esempio n. 21
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        private void Start()
        {
            _originalMeshes = new List <Mesh>();
            _meshes         = new List <Mesh>();

            Renderer[] renderers = gameObject.GetComponentsInChildren <Renderer>();

            HashSet <Mesh> uniqueMeshes = new HashSet <Mesh>();

            foreach (Renderer renderer in renderers)
            {
                if (renderer is MeshRenderer meshRenderer)
                {
                    MeshFilter meshFilter = renderer.gameObject.GetComponent <MeshFilter>();
                    if (!meshFilter)
                    {
                        continue;
                    }

                    Mesh mesh = meshFilter.sharedMesh;

                    if (!uniqueMeshes.Add(mesh))
                    {
                        continue;
                    }

                    _originalMeshes.Add(mesh);

                    // Clone mesh
                    mesh = meshFilter.sharedMesh = UnityConverter.ToSharedMesh(mesh).ToUnityMesh();
                    _meshes.Add(mesh);
                }
                else if (renderer is SkinnedMeshRenderer skinnedMeshRenderer)
                {
                    Mesh mesh = skinnedMeshRenderer.sharedMesh;

                    if (!uniqueMeshes.Add(mesh))
                    {
                        continue;
                    }

                    _originalMeshes.Add(mesh);

                    // Clone mesh
                    mesh = skinnedMeshRenderer.sharedMesh = mesh.ToSharedMesh().ToUnityMesh();
                    _meshes.Add(mesh);
                }
            }

            _camera = Camera.main;

            Texture2D textureOriginal = CalibrationUtils.CaptureScreenshot(_camera, 1000, 1000);

            _originalDigest = ImagePhash.ComputeDigest(CalibrationUtils.ToLuminanceImage(textureOriginal));

            switch (metaHeuristicAlgo)
            {
            case MetaHeuristicAlgo.GeneticAlgorithm:
                _metaheuristicAlgorithm = new GeneticAlgorithm <Dictionary <string, float> >(Crossover);
                break;

            case MetaHeuristicAlgo.HillClimbing:
                _metaheuristicAlgorithm = new HillClimb <Dictionary <string, float> >();
                break;
            }

            var config = new Configuration <Dictionary <string, float> >();

            config.initializeSolutionFunction = GetInitialState;
            config.cloneFunction        = Clone;
            config.mutationFunction     = Mutate;
            config.movement             = Search.Direction.Optimization;
            config.selectionFunction    = Selection.RankBased;
            config.objectiveFunction    = GetFitness;
            config.populationSize       = populationSize;
            config.noOfIterations       = iterations;
            config.writeToConsole       = false;
            config.enforceHardObjective = false;
            _metaheuristicAlgorithm.Create(config);

            StartCoroutine(Run());
        }