完成缩鼻梁的开发

WORKSPACE

@@ -421,9 +421,9 @@ libedgetpu_dependencies()
 
 load("@coral_crosstool//:configure.bzl", "cc_crosstool")
 cc_crosstool(name = "crosstool")
-# android_sdk_repository(name = "androidsdk", path = "/Users/wangrenzhu/Library/Android/sdk")
+android_sdk_repository(name = "androidsdk", path = "/Users/wangrenzhu/Library/Android/sdk")
 # android_ndk_repository(name = "androidndk", api_level=21, path = "/Users/wangrenzhu/Library/Android/sdk/ndk/21.2.6472646")
 # android_sdk_repository(name = "androidsdk", path = "/Users/wangrenzhu/Android/sdk")
 # android_ndk_repository(name = "androidndk", api_level=21, path = "/Users/wangrenzhu/Android/sdk/ndk/android-ndk-r21")
-android_sdk_repository(name = "androidsdk")
-android_ndk_repository(name = "androidndk", api_level=22)
+# android_sdk_repository(name = "androidsdk")
+# android_ndk_repository(name = "androidndk", api_level=22)

mediapipe/graphs/beauty_graph/BUILD

@@ -0,0 +1,42 @@
+load(
+    "//mediapipe/framework/tool:mediapipe_graph.bzl",
+    "mediapipe_binary_graph",
+)
+
+licenses(["notice"])
+
+package(default_visibility = ["//visibility:public"])
+
+cc_library(
+    name = "mobile_calculators",
+    deps = [
+        "//mediapipe/calculators/core:flow_limiter_calculator",
+        "//mediapipe/graphs/face_mesh/subgraphs:face_renderer_gpu",
+        "//mediapipe/modules/face_landmark:face_landmark_front_gpu",
+        "//mediapipe/calculators/image:recolor_calculator",
+        "//mediapipe/modules/selfie_segmentation:selfie_segmentation_gpu",
+    ],
+)
+
+mediapipe_binary_graph(
+    name = "beauty_graph",
+    graph = "beauty_graph.pbtxt",
+    output_name = "beauty_graph.binarypb",
+    deps = [":mobile_calculators"],
+)
+
+
+# cc_library(
+#     name = "selfie_segmentation_gpu_deps",
+#     deps = [
+#         "//mediapipe/calculators/core:flow_limiter_calculator",
+        
+#     ],
+# )
+
+# mediapipe_binary_graph(
+#     name = "selfie_segmentation_gpu_binary_graph",
+#     graph = "selfie_segmentation_gpu.pbtxt",
+#     output_name = "selfie_segmentation_gpu.binarypb",
+#     deps = [":selfie_segmentation_gpu_deps"],
+# )

mediapipe/graphs/beauty_graph/beauty_graph.pbtxt

@@ -0,0 +1,83 @@
+# MediaPipe graph that performs face mesh with TensorFlow Lite on GPU.
+max_queue_size: 1
+# GPU buffer. (GpuBuffer)
+input_stream: "input_video"
+
+# Max number of faces to detect/process. (int)
+input_side_packet: "num_faces"
+
+# Output image with rendered results. (GpuBuffer)
+output_stream: "output_video"
+# Collection of detected/processed faces, each represented as a list of
+# landmarks. (std::vector<NormalizedLandmarkList>)
+output_stream: "multi_face_landmarks"
+
+# output_stream: "face_detections"
+
+# Throttles the images flowing downstream for flow control. It passes through
+# the very first incoming image unaltered, and waits for downstream nodes
+# (calculators and subgraphs) in the graph to finish their tasks before it
+# passes through another image. All images that come in while waiting are
+# dropped, limiting the number of in-flight images in most part of the graph to
+# 1. This prevents the downstream nodes from queuing up incoming images and data
+# excessively, which leads to increased latency and memory usage, unwanted in
+# real-time mobile applications. It also eliminates unnecessarily computation,
+# e.g., the output produced by a node may get dropped downstream if the
+# subsequent nodes are still busy processing previous inputs.
+node {
+  calculator: "FlowLimiterCalculator"
+  input_stream: "input_video"
+  input_stream: "FINISHED:output_video"
+  input_stream_info: {
+    tag_index: "FINISHED"
+    back_edge: true
+  }
+  output_stream: "throttled_input_video"
+}
+
+# Defines side packets for further use in the graph.
+node {
+  calculator: "ConstantSidePacketCalculator"
+  output_side_packet: "PACKET:with_attention"
+  node_options: {
+    [type.googleapis.com/mediapipe.ConstantSidePacketCalculatorOptions]: {
+      packet { bool_value: true }
+    }
+  }
+}
+
+# Subgraph that detects faces and corresponding landmarks.
+node {
+  calculator: "FaceLandmarkFrontGpu"
+  input_stream: "IMAGE:throttled_input_video"
+  input_side_packet: "NUM_FACES:num_faces"
+  input_side_packet: "WITH_ATTENTION:with_attention"
+  output_stream: "LANDMARKS:multi_face_landmarks"
+  output_stream: "ROIS_FROM_LANDMARKS:face_rects_from_landmarks"
+  output_stream: "DETECTIONS:face_detections"
+  output_stream: "ROIS_FROM_DETECTIONS:face_rects_from_detections"
+}
+
+# Subgraph that performs selfie segmentation.
+node {
+  calculator: "SelfieSegmentationGpu"
+  input_stream: "IMAGE:throttled_input_video"
+  output_stream: "SEGMENTATION_MASK:segmentation_mask"
+}
+
+
+# Colors the selfie segmentation with the color specified in the option.
+node {
+  calculator: "RecolorCalculator"
+  input_stream: "IMAGE_GPU:throttled_input_video"
+  input_stream: "MASK_GPU:segmentation_mask"
+  output_stream: "IMAGE_GPU:output_video"
+  node_options: {
+    [type.googleapis.com/mediapipe.RecolorCalculatorOptions] {
+      color { r: 0 g: 0 b: 255 }
+      mask_channel: RED
+      invert_mask: true
+      adjust_with_luminance: false
+    }
+  }
+}

mediapipe/graphs/face_mesh/face_mesh_mobile.pbtxt

@@ -1,5 +1,6 @@
 # MediaPipe graph that performs face mesh with TensorFlow Lite on GPU.
 max_queue_size: 2
+num_threads: 2
 # GPU buffer. (GpuBuffer)
 input_stream: "input_video"
 
@@ -59,21 +60,21 @@ node {
 }
 
 # Subgraph that renders face-landmark annotation onto the input image.  //画标记 用于调试
-# node {
-#   calculator: "FaceRendererGpu"
-#   input_stream: "IMAGE:throttled_input_video"
-#   input_stream: "LANDMARKS:multi_face_landmarks"
-#   input_stream: "NORM_RECTS:face_rects_from_landmarks"
-#   input_stream: "DETECTIONS:face_detections"
-#   output_stream: "IMAGE:output_video"
-# }
+node {
+  calculator: "FaceRendererGpu"
+  input_stream: "IMAGE:throttled_input_video"
+  input_stream: "LANDMARKS:multi_face_landmarks"
+  input_stream: "NORM_RECTS:face_rects_from_landmarks"
+  input_stream: "DETECTIONS:face_detections"
+  output_stream: "IMAGE:output_video"
+}
 
 # Draws annotations and overlays them on top of the input images.
-node {
-  calculator: "AnnotationOverlayCalculator"
-  input_stream: "IMAGE_GPU:throttled_input_video"
-  # input_stream: "detections_render_data"
-  # input_stream: "VECTOR:0:multi_face_landmarks_render_data"
-  # input_stream: "rects_render_data"
-  output_stream: "IMAGE_GPU:output_video"
-}
+# node {
+#   calculator: "AnnotationOverlayCalculator"
+#   input_stream: "IMAGE_GPU:throttled_input_video"
+#   # input_stream: "detections_render_data"
+#   # input_stream: "VECTOR:0:multi_face_landmarks_render_data"
+#   # input_stream: "rects_render_data"
+#   output_stream: "IMAGE_GPU:output_video"
+# }

mediapipe/render/core/OlaCameraSource.cpp

@@ -29,7 +29,12 @@ OlaCameraSource::OlaCameraSource(Context *context, SourceType sourceType) : Sour
             break;
     }
     if (_yuvTexture) {
+        _scaleTexture = OlaShareTextureFilter::create(context);
+        _scaleTexture->setFramebufferScale(0.5);
         addTarget(_yuvTexture);
+        _yuvTexture->addTarget(_scaleTexture);
+    } else {
+        addTarget(_scaleTexture);
     }
 }
 
@@ -41,6 +46,11 @@ OlaCameraSource::~OlaCameraSource()
         _yuvTexture->release();
         _yuvTexture = nullptr;
     }
+    
+    if (_scaleTexture) {
+        _scaleTexture->release();
+        _scaleTexture = nullptr;
+    }
 }
 
 void OlaCameraSource::setFrameData(int width,
@@ -177,7 +187,13 @@ void OlaCameraSource::_bindIOSurfaceToTexture(int iosurface, RotationMode output
     }
 }
 
-
+Framebuffer* OlaCameraSource::getScaleFramebuffer() {
+    if (_scaleTexture && _scaleTexture->getFramebuffer()) {
+        return _scaleTexture->getFramebuffer();
+    } else {
+        return nullptr;
+    }
+}
 
 #endif
 }

mediapipe/render/core/OlaCameraSource.hpp

@@ -5,6 +5,7 @@
 #include "OlaYUVTexture.hpp"
 #include "OlaYUVTexture420P.hpp"
 #include "Framebuffer.hpp"
+#include "OlaShareTextureFilter.hpp"
 
 #if defined(__APPLE__)
 #import <OpenGLES/ES3/gl.h>
@@ -31,6 +32,7 @@ namespace Opipe
     {
         private:
             Filter *_yuvTexture = nullptr;
+            OlaShareTextureFilter *_scaleTexture = nullptr;
             SourceType _sourceType;
             int _lastIOSurface = -1;
             #if defined(__APPLE__)

mediapipe/render/core/OpipeDispatch.cpp

@@ -18,7 +18,7 @@ namespace Opipe {
 
     OpipeDispatch::OpipeDispatch(Opipe::Context *context, void *id, Opipe::GLThreadDispatch *glDispatch) : _context(context) {
         _id = id;
-        _contextQueueIO = new dispatch_queue("quaramera_io");
+        _contextQueueIO = new dispatch_queue("com.ola.ioContextQueue");
         _contextQueueIO->dispatch_sync([&] {
             _context->useAsCurrent(Opipe::Context::IOContext, true);
         });
@@ -30,7 +30,7 @@ namespace Opipe {
         });
 #endif
 
-        _contextQueueOffline = new dispatch_queue("quaramera_offline");
+        _contextQueueOffline = new dispatch_queue("com.ola.offscreenQueue");
         _contextQueueOffline->dispatch_sync([&] {
             _context->useAsCurrent(Opipe::Context::OfflineRenderContext, true);
         });

mediapipe/render/module/beauty/face_mesh_module_imp.cc

@@ -140,7 +140,6 @@ namespace Opipe
     bool FaceMeshModuleIMP::init(void *env, void *binaryData,
                                  int size)
     {
-        std::string graphName = "face_mesh_mobile_gpu";
         _delegate = std::make_shared<FaceMeshCallFrameDelegate>();
         _delegate->attach(this);
         mediapipe::CalculatorGraphConfig config;
@@ -244,7 +243,17 @@ namespace Opipe
         ts);
         CVPixelBufferUnlockBaseAddress(pixelbuffer, 0);
 #endif
-        
+        _dispatch->runSync([&] {
+            std::vector<Vec2> facePoints;
+            if (_lastLandmark.landmark_size() > 0) {
+                Log("FaceMeshModule", "检测到人脸输出");
+                for (int i = 0; i < _lastLandmark.landmark_size(); i++) {
+                    facePoints.emplace_back( _lastLandmark.landmark(i).x(), _lastLandmark.landmark(i).y());
+                }
+                Log("FaceMeshModule", "检测到人脸输完毕");
+            }
+            _render->setFacePoints(facePoints);
+        }, Context::IOContext);
     }
 #endif
 
@@ -284,15 +293,7 @@ namespace Opipe
         });
         
         textureInfo = _render->outputRenderTexture(inputTexture);
-        std::vector<Vec2> facePoints;
-        if (_lastLandmark.landmark_size() > 0) {
-            Log("FaceMeshModule", "检测到人脸输出");
-            for (int i = 0; i < _lastLandmark.landmark_size(); i++) {
-                facePoints.emplace_back( _lastLandmark.landmark(i).x(), _lastLandmark.landmark(i).y());
-            }
-            Log("FaceMeshModule", "检测到人脸输完毕");
-        }
-        _render->setFacePoints(facePoints);
+
         return textureInfo;
     }
 

mediapipe/render/module/beauty/filters/FaceDistortionFilter.cpp

@@ -290,6 +290,32 @@ namespace Opipe
                          0.02);
             }
             
+            //瘦左鼻子
+            {
+                Vector2 point1 = _positionAt(219);
+                Vector2 point2 = _positionAt(4);
+                Vector2 point3 = _positionAt(131);
+                Vector2 point4 = _positionAt(60);
+
+                float angle = getRadius(point2, point1);
+                addPoint(point1, point1.distance(point3), point1.distance(point4), 0.02, 3, angle,
+                         0.0f,
+                         0.02);
+            }
+            
+            //瘦右鼻子鼻子
+            {
+                Vector2 point1 = _positionAt(294);
+                Vector2 point2 = _positionAt(4);
+                Vector2 point3 = _positionAt(429);
+                Vector2 point4 = _positionAt(290);
+
+                float angle = getRadius(point2, point1);
+                addPoint(point1, point1.distance(point3), point1.distance(point4), 0.02, 3, angle,
+                         0.0f,
+                         0.02);
+            }
+
             _filterProgram->setUniformValue("count", _count);
             _filterProgram->setUniformValue("center", _count, _center, 2);
             _filterProgram->setUniformValue("radius", _count, _radius, 2);

mediapipe/render/module/beauty/ios/example/OpipeBeautyModuleExample/OpipeBeautyModuleExample/GLRenderViewController.m

@@ -7,6 +7,7 @@
 
 #import "GLRenderViewController.h"
 #import <OlaFaceUnityFramework/OlaFaceUnity.h>
+static int glfps = 30;
 
 @interface GLRenderViewController ()
 <AVCaptureVideoDataOutputSampleBufferDelegate,
@@ -133,13 +134,13 @@ AVCaptureAudioDataOutputSampleBufferDelegate>
         
         CMVideoDimensions dimensions = CMVideoFormatDescriptionGetDimensions(description);
         FourCharCode formatType = CMFormatDescriptionGetMediaSubType(description);
-        if(maxrate == 30 && formatType == kCVPixelFormatType_420YpCbCr8BiPlanarFullRange &&
+        if(maxrate == glfps && formatType == kCVPixelFormatType_420YpCbCr8BiPlanarFullRange &&
            dimensions.width ==[[outputSettings objectForKey:@"Width"]  intValue] &&
            dimensions.height ==[[outputSettings objectForKey:@"Height"]  intValue]) {
             if (YES == [self.captureDevice lockForConfiguration:NULL] ) {
                 self.captureDevice.activeFormat = vFormat;
-                [self.captureDevice setActiveVideoMinFrameDuration:CMTimeMake(1,30)];
-                [self.captureDevice setActiveVideoMaxFrameDuration:CMTimeMake(1,30)];
+                [self.captureDevice setActiveVideoMinFrameDuration:CMTimeMake(1,glfps)];
+                [self.captureDevice setActiveVideoMaxFrameDuration:CMTimeMake(1,glfps)];
                 [self.captureDevice unlockForConfiguration];
             }
         }

mediapipe/render/module/beauty/ios/framework/BUILD

@@ -37,8 +37,9 @@ objc_library(
          "@ios_opencv//:OpencvFramework",
     ],
     data = [
-        # "//mediapipe/graphs/face_mesh:face_mesh_mobile_gpu.binarypb",
-       "//mediapipe/graphs/face_mesh:face_mesh_mobile_landmark_gpu.binarypb",
+#        "//mediapipe/graphs/beauty_graph:beauty_graph.binarypb",
+          "//mediapipe/graphs/face_mesh:face_mesh_mobile_gpu.binarypb",
+#       "//mediapipe/graphs/face_mesh:face_mesh_mobile_landmark_gpu.binarypb",
         "//mediapipe/modules/face_detection:face_detection_short_range.tflite",
         "//mediapipe/modules/face_landmark:face_landmark_with_attention.tflite",
         "//mediapipe/render/module/beauty:whiten.png",

mediapipe/render/module/beauty/ios/framework/FaceUnityFramework.xcodeproj/project.pbxproj

@@ -1288,12 +1288,12 @@
 			);
 			dependencies = (
 				2811397AE51A0D9D00000000 /* PBXTargetDependency */,
-				2811397A2F164B6300000000 /* PBXTargetDependency */,
-				2811397A2F164B6300000000 /* PBXTargetDependency */,
 				2811397AE39F886700000000 /* PBXTargetDependency */,
+				2811397A2F164B6300000000 /* PBXTargetDependency */,
 				2811397AF15E172100000000 /* PBXTargetDependency */,
-				2811397AE39F886700000000 /* PBXTargetDependency */,
 				2811397A2F164B6300000000 /* PBXTargetDependency */,
+				2811397A2F164B6300000000 /* PBXTargetDependency */,
+				2811397AE39F886700000000 /* PBXTargetDependency */,
 			);
 			name = _idx_cpu_op_resolver_0FB1B7D6_ios_min11.0;
 			productName = _idx_cpu_op_resolver_0FB1B7D6_ios_min11.0;
@@ -1344,10 +1344,10 @@
 				2811397AE51A0D9D00000000 /* PBXTargetDependency */,
 				2811397AC4A1069D00000000 /* PBXTargetDependency */,
 				2811397A36B3CE1700000000 /* PBXTargetDependency */,
+				2811397AC4A1069D00000000 /* PBXTargetDependency */,
+				2811397AC4A1069D00000000 /* PBXTargetDependency */,
 				2811397A36B3CE1700000000 /* PBXTargetDependency */,
 				2811397A40B23BB500000000 /* PBXTargetDependency */,
-				2811397AC4A1069D00000000 /* PBXTargetDependency */,
-				2811397AC4A1069D00000000 /* PBXTargetDependency */,
 			);
 			name = _idx_cpu_op_resolver_0FB1B7D6_ios_min15.5;
 			productName = _idx_cpu_op_resolver_0FB1B7D6_ios_min15.5;
@@ -1408,7 +1408,7 @@
 			isa = PBXNativeTarget;
 			buildConfigurationList = 58316E17E93848CA00000000 /* Build configuration list for PBXNativeTarget "_idx_transform_tensor_bilinear_landmarks_to_transform_matrix_transform_landmarks_F04B04B0_ios_min11.0" */;
 			buildPhases = (
-				D51719AF000000000000001B /* Sources */,
+				D51719AF000000000000001C /* Sources */,
 			);
 			buildRules = (
 			);
@@ -1580,9 +1580,9 @@
 			dependencies = (
 				2811397AE51A0D9D00000000 /* PBXTargetDependency */,
 				2811397A2543EE8700000000 /* PBXTargetDependency */,
-				2811397A2543EE8700000000 /* PBXTargetDependency */,
 				2811397A83F4347500000000 /* PBXTargetDependency */,
 				2811397AAC3AEC4700000000 /* PBXTargetDependency */,
+				2811397A2543EE8700000000 /* PBXTargetDependency */,
 			);
 			name = "_idx_core_core-ios_F9E9FB32_ios_min11.0";
 			productName = "_idx_core_core-ios_F9E9FB32_ios_min11.0";
@@ -1631,9 +1631,9 @@
 			);
 			dependencies = (
 				2811397AE51A0D9D00000000 /* PBXTargetDependency */,
-				2811397ADA50AA6900000000 /* PBXTargetDependency */,
-				2811397A6444CACD00000000 /* PBXTargetDependency */,
 				2811397AF3A1AA7100000000 /* PBXTargetDependency */,
+				2811397A6444CACD00000000 /* PBXTargetDependency */,
+				2811397ADA50AA6900000000 /* PBXTargetDependency */,
 			);
 			name = _idx_OlaFaceUnityLibrary_FaceMeshGPULibrary_2828BEF2_ios_min15.5;
 			productName = _idx_OlaFaceUnityLibrary_FaceMeshGPULibrary_2828BEF2_ios_min15.5;
@@ -1666,8 +1666,8 @@
 			);
 			dependencies = (
 				2811397AE51A0D9D00000000 /* PBXTargetDependency */,
-				2811397A91016CBF00000000 /* PBXTargetDependency */,
 				2811397AAD83C52B00000000 /* PBXTargetDependency */,
+				2811397A91016CBF00000000 /* PBXTargetDependency */,
 			);
 			name = _idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5;
 			productName = _idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5;
@@ -1685,9 +1685,9 @@
 			dependencies = (
 				2811397AE51A0D9D00000000 /* PBXTargetDependency */,
 				2811397A71D64AF700000000 /* PBXTargetDependency */,
-				2811397A71D64AF700000000 /* PBXTargetDependency */,
 				2811397ADC6BB92900000000 /* PBXTargetDependency */,
 				2811397AA30404F300000000 /* PBXTargetDependency */,
+				2811397A71D64AF700000000 /* PBXTargetDependency */,
 			);
 			name = "_idx_core_core-ios_F9E9FB32_ios_min15.5";
 			productName = "_idx_core_core-ios_F9E9FB32_ios_min15.5";
@@ -1720,8 +1720,8 @@
 			);
 			dependencies = (
 				2811397AE51A0D9D00000000 /* PBXTargetDependency */,
-				2811397A4521587B00000000 /* PBXTargetDependency */,
 				2811397A4E78DF7F00000000 /* PBXTargetDependency */,
+				2811397A4521587B00000000 /* PBXTargetDependency */,
 				2811397A2D59C41300000000 /* PBXTargetDependency */,
 			);
 			name = _idx_OlaFaceUnityLibrary_FaceMeshGPULibrary_2828BEF2_ios_min11.0;
@@ -1885,8 +1885,8 @@
 			);
 			dependencies = (
 				2811397AE51A0D9D00000000 /* PBXTargetDependency */,
-				2811397ADF58A07300000000 /* PBXTargetDependency */,
 				2811397A83F46D1900000000 /* PBXTargetDependency */,
+				2811397ADF58A07300000000 /* PBXTargetDependency */,
 			);
 			name = _idx_mediapipe_framework_ios_4D298135_ios_min15.5;
 			productName = _idx_mediapipe_framework_ios_4D298135_ios_min15.5;
@@ -2074,7 +2074,7 @@
 			isa = PBXNativeTarget;
 			buildConfigurationList = 58316E176FB16FD200000000 /* Build configuration list for PBXNativeTarget "_idx_max_unpooling_max_pool_argmax_54A4D221_ios_min11.0" */;
 			buildPhases = (
-				D51719AF000000000000001C /* Sources */,
+				D51719AF000000000000001B /* Sources */,
 			);
 			buildRules = (
 			);
@@ -2683,9 +2683,8 @@
 			isa = PBXSourcesBuildPhase;
 			buildActionMask = 0;
 			files = (
-				AE561F62FAF3CE2D00000000 /* transform_tensor_bilinear.cc in operations */,
-				AE561F621305049200000000 /* landmarks_to_transform_matrix.cc in operations */,
-				AE561F62E1ED7AB700000000 /* transform_landmarks.cc in operations */,
+				AE561F62A18B807100000000 /* max_unpooling.cc in operations */,
+				AE561F62D295FD0100000000 /* max_pool_argmax.cc in operations */,
 			);
 			runOnlyForDeploymentPostprocessing = 0;
 		};
@@ -2693,8 +2692,9 @@
 			isa = PBXSourcesBuildPhase;
 			buildActionMask = 0;
 			files = (
-				AE561F62A18B807100000000 /* max_unpooling.cc in operations */,
-				AE561F62D295FD0100000000 /* max_pool_argmax.cc in operations */,
+				AE561F62FAF3CE2D00000000 /* transform_tensor_bilinear.cc in operations */,
+				AE561F621305049200000000 /* landmarks_to_transform_matrix.cc in operations */,
+				AE561F62E1ED7AB700000000 /* transform_landmarks.cc in operations */,
 			);
 			runOnlyForDeploymentPostprocessing = 0;
 		};
@@ -3160,7 +3160,7 @@
 				GCC_PREPROCESSOR_DEFINITIONS = "DEBUG=1";
 				HEADER_SEARCH_PATHS = "";
 				INFOPLIST_FILE = "${PROJECT_FILE_PATH}/.tulsi/Resources/StubInfoPlist.plist";
-				IPHONEOS_DEPLOYMENT_TARGET = 11.0;
+				IPHONEOS_DEPLOYMENT_TARGET = 15.5;
 				ONLY_ACTIVE_ARCH = YES;
 				OTHER_CFLAGS = "--version";
 				OTHER_LDFLAGS = "--version";
@@ -3253,7 +3253,7 @@
 				GCC_PREPROCESSOR_DEFINITIONS = "NDEBUG=1";
 				HEADER_SEARCH_PATHS = "";
 				INFOPLIST_FILE = "${PROJECT_FILE_PATH}/.tulsi/Resources/StubInfoPlist.plist";
-				IPHONEOS_DEPLOYMENT_TARGET = 11.0;
+				IPHONEOS_DEPLOYMENT_TARGET = 15.5;
 				ONLY_ACTIVE_ARCH = YES;
 				OTHER_CFLAGS = "--version";
 				OTHER_LDFLAGS = "--version";
@@ -3684,10 +3684,10 @@
 			isa = XCBuildConfiguration;
 			buildSettings = {
 				GCC_PREPROCESSOR_DEFINITIONS = "DEBUG=1";
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+            </BuildActionEntry>
+            <BuildActionEntry buildForRunning="YES" buildForProfiling="YES" buildForArchiving="YES" buildForTesting="YES" buildForAnalyzing="YES">
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+            </BuildActionEntry>
+            <BuildActionEntry buildForRunning="YES" buildForProfiling="YES" buildForTesting="YES" buildForArchiving="YES" buildForAnalyzing="YES">
+                <BuildableReference BuildableName="lib_idx_BeautyFilters_A720FDA2_ios_min15.5.a" BlueprintName="_idx_BeautyFilters_A720FDA2_ios_min15.5" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableIdentifier="primary" BlueprintIdentifier="EDD0A785DA50AA6800000000"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForProfiling="YES" buildForArchiving="YES" buildForRunning="YES" buildForTesting="YES" buildForAnalyzing="YES">
+                <BuildableReference BuildableIdentifier="primary" BuildableName="lib_idx_clip_vector_size_calculator_8F5F09A7_ios_min15.5.a" BlueprintIdentifier="EDD0A7853CD8700C00000000" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintName="_idx_clip_vector_size_calculator_8F5F09A7_ios_min15.5"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForAnalyzing="YES" buildForRunning="YES" buildForProfiling="YES" buildForArchiving="YES" buildForTesting="YES">
+                <BuildableReference ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintIdentifier="EDD0A7856082C3BC00000000" BuildableName="lib_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5.a" BlueprintName="_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5" BuildableIdentifier="primary"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForAnalyzing="YES" buildForTesting="YES" buildForRunning="YES" buildForArchiving="YES" buildForProfiling="YES">
+                <BuildableReference BlueprintIdentifier="EDD0A7854E78DF7E00000000" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableIdentifier="primary" BuildableName="lib_idx_core_core-ios_F9E9FB32_ios_min11.0.a" BlueprintName="_idx_core_core-ios_F9E9FB32_ios_min11.0"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForTesting="YES" buildForAnalyzing="YES" buildForProfiling="YES" buildForRunning="YES" buildForArchiving="YES">
+                <BuildableReference BlueprintName="_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableName="lib_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5.a" BuildableIdentifier="primary" BlueprintIdentifier="EDD0A7856082C3BC00000000"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForRunning="YES" buildForArchiving="YES" buildForTesting="YES" buildForAnalyzing="YES" buildForProfiling="YES">
+                <BuildableReference BuildableName="lib_idx_max_unpooling_max_pool_argmax_54A4D221_ios_min15.5.a" BlueprintName="_idx_max_unpooling_max_pool_argmax_54A4D221_ios_min15.5" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintIdentifier="EDD0A78536B3CE1600000000" BuildableIdentifier="primary"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForRunning="YES" buildForArchiving="YES" buildForTesting="YES" buildForProfiling="YES" buildForAnalyzing="YES">
+                <BuildableReference BlueprintIdentifier="EDD0A7856082C3BC00000000" BlueprintName="_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableIdentifier="primary" BuildableName="lib_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5.a"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForTesting="YES" buildForAnalyzing="YES" buildForProfiling="YES" buildForArchiving="YES" buildForRunning="YES">
+                <BuildableReference BlueprintName="_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min11.0" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintIdentifier="EDD0A785FEB8E61800000000" BuildableIdentifier="primary" BuildableName="lib_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min11.0.a"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForTesting="YES" buildForAnalyzing="YES" buildForProfiling="YES" buildForRunning="YES" buildForArchiving="YES">
+                <BuildableReference ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableIdentifier="primary" BlueprintIdentifier="EDD0A7855CCF621400000000" BuildableName="lib_idx_clip_vector_size_calculator_8F5F09A7_ios_min11.0.a" BlueprintName="_idx_clip_vector_size_calculator_8F5F09A7_ios_min11.0"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForProfiling="YES" buildForArchiving="YES" buildForTesting="YES" buildForRunning="YES" buildForAnalyzing="YES">
+                <BuildableReference ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintName="_idx_OlaFaceUnityLibrary_FaceMeshGPULibrary_2828BEF2_ios_min15.5" BuildableIdentifier="primary" BlueprintIdentifier="EDD0A78557B2318400000000" BuildableName="lib_idx_OlaFaceUnityLibrary_FaceMeshGPULibrary_2828BEF2_ios_min15.5.a"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForArchiving="YES" buildForTesting="YES" buildForAnalyzing="YES" buildForRunning="YES" buildForProfiling="YES">
+                <BuildableReference BlueprintIdentifier="EDD0A785E882F04000000000" BlueprintName="_idx_tflite_model_loader_22B76F2A_ios_min11.0" BuildableIdentifier="primary" BuildableName="lib_idx_tflite_model_loader_22B76F2A_ios_min11.0.a" ReferencedContainer="container:FaceUnityFramework.xcodeproj"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForRunning="YES" buildForAnalyzing="YES" buildForTesting="YES" buildForArchiving="YES" buildForProfiling="YES">
+                <BuildableReference BuildableName="lib_idx_transform_tensor_bilinear_landmarks_to_transform_matrix_transform_landmarks_F04B04B0_ios_min11.0.a" BuildableIdentifier="primary" BlueprintName="_idx_transform_tensor_bilinear_landmarks_to_transform_matrix_transform_landmarks_F04B04B0_ios_min11.0" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintIdentifier="EDD0A7852F164B6200000000"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForRunning="YES" buildForTesting="YES" buildForProfiling="YES" buildForArchiving="YES" buildForAnalyzing="YES">
+                <BuildableReference BlueprintName="_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableIdentifier="primary" BlueprintIdentifier="EDD0A7856082C3BC00000000" BuildableName="lib_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5.a"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForProfiling="YES" buildForAnalyzing="YES" buildForRunning="YES" buildForTesting="YES" buildForArchiving="YES">
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+            </BuildActionEntry>
+            <BuildActionEntry buildForTesting="YES" buildForArchiving="YES" buildForRunning="YES" buildForProfiling="YES" buildForAnalyzing="YES">
+                <BuildableReference ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintIdentifier="EDD0A785491ED76E00000000" BuildableName="lib_idx_mediapipe_framework_ios_4D298135_ios_min11.0.a" BlueprintName="_idx_mediapipe_framework_ios_4D298135_ios_min11.0" BuildableIdentifier="primary"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForAnalyzing="YES" buildForTesting="YES" buildForRunning="YES" buildForArchiving="YES" buildForProfiling="YES">
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+            </BuildActionEntry>
+            <BuildActionEntry buildForTesting="YES" buildForProfiling="YES" buildForAnalyzing="YES" buildForArchiving="YES" buildForRunning="YES">
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+            </BuildActionEntry>
+            <BuildActionEntry buildForAnalyzing="YES" buildForArchiving="YES" buildForTesting="YES" buildForProfiling="YES" buildForRunning="YES">
+                <BuildableReference BlueprintName="_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5" BlueprintIdentifier="EDD0A7856082C3BC00000000" BuildableName="lib_idx_to_image_calculator_association_norm_rect_calculator_collection_has_min_size_calculator_constant_side_packet_calculator_detections_to_rects_calculator_detections_to_render_data_etc_7D53CB1B_ios_min15.5.a" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableIdentifier="primary"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForRunning="YES" buildForTesting="YES" buildForProfiling="YES" buildForArchiving="YES" buildForAnalyzing="YES">
+                <BuildableReference BuildableIdentifier="primary" BuildableName="lib_idx_max_unpooling_max_pool_argmax_54A4D221_ios_min11.0.a" BlueprintName="_idx_max_unpooling_max_pool_argmax_54A4D221_ios_min11.0" BlueprintIdentifier="EDD0A785E39F886600000000" ReferencedContainer="container:FaceUnityFramework.xcodeproj"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForRunning="YES" buildForProfiling="YES" buildForTesting="YES" buildForArchiving="YES" buildForAnalyzing="YES">
+                <BuildableReference ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableIdentifier="primary" BuildableName="lib_idx_split_vector_calculator_EE664713_ios_min15.5.a" BlueprintIdentifier="EDD0A785F358232600000000" BlueprintName="_idx_split_vector_calculator_EE664713_ios_min15.5"></BuildableReference>
+            </BuildActionEntry>
+            <BuildActionEntry buildForArchiving="YES" buildForTesting="YES" buildForRunning="YES" buildForAnalyzing="YES" buildForProfiling="YES">
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             </BuildActionEntry>
         </BuildActionEntries>
     </BuildAction>
-    <TestAction selectedDebuggerIdentifier="Xcode.DebuggerFoundation.Debugger.LLDB" shouldUseLaunchSchemeArgsEnv="YES" selectedLauncherIdentifier="Xcode.DebuggerFoundation.Launcher.LLDB" buildConfiguration="Debug">
+    <TestAction selectedDebuggerIdentifier="Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier="Xcode.DebuggerFoundation.Launcher.LLDB" buildConfiguration="Debug" shouldUseLaunchSchemeArgsEnv="YES">
         <Testables></Testables>
     </TestAction>
-    <LaunchAction debugServiceExtension="internal" selectedDebuggerIdentifier="Xcode.DebuggerFoundation.Debugger.LLDB" buildConfiguration="Debug" debugDocumentVersioning="YES" selectedLauncherIdentifier="Xcode.DebuggerFoundation.Launcher.LLDB" useCustomWorkingDirectory="NO" launchStyle="0" ignoresPersistentStateOnLaunch="NO" allowLocationSimulation="YES">
+    <LaunchAction selectedDebuggerIdentifier="Xcode.DebuggerFoundation.Debugger.LLDB" selectedLauncherIdentifier="Xcode.DebuggerFoundation.Launcher.LLDB" buildConfiguration="Debug" useCustomWorkingDirectory="NO" ignoresPersistentStateOnLaunch="NO" allowLocationSimulation="YES" debugServiceExtension="internal" launchStyle="0" debugDocumentVersioning="YES">
         <EnvironmentVariables></EnvironmentVariables>
     </LaunchAction>
-    <ProfileAction shouldUseLaunchSchemeArgsEnv="YES" useCustomWorkingDirectory="NO" buildConfiguration="Release" debugDocumentVersioning="YES"></ProfileAction>
+    <ProfileAction debugDocumentVersioning="YES" shouldUseLaunchSchemeArgsEnv="YES" useCustomWorkingDirectory="NO" buildConfiguration="Release"></ProfileAction>
     <AnalyzeAction buildConfiguration="Debug"></AnalyzeAction>
     <ArchiveAction buildConfiguration="Release" revealArchiveInOrganizer="YES"></ArchiveAction>
 </Scheme>

mediapipe/render/module/beauty/ios/framework/FaceUnityFramework.xcodeproj/xcshareddata/xcschemes/mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.xcscheme

@@ -2,28 +2,28 @@
 <Scheme LastUpgradeVersion="1000" version="1.3">
     <BuildAction buildImplicitDependencies="YES" parallelizeBuildables="YES">
         <BuildActionEntries>
-            <BuildActionEntry buildForTesting="YES" buildForAnalyzing="YES" buildForRunning="YES" buildForProfiling="YES" buildForArchiving="YES">
-                <BuildableReference BuildableName="libmediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.a" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintIdentifier="EDD0A785B490AB3400000000" BlueprintName="mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary" BuildableIdentifier="primary"></BuildableReference>
+            <BuildActionEntry buildForProfiling="YES" buildForArchiving="YES" buildForTesting="YES" buildForAnalyzing="YES" buildForRunning="YES">
+                <BuildableReference BlueprintName="mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary" BlueprintIdentifier="EDD0A785B490AB3400000000" BuildableIdentifier="primary" BuildableName="libmediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.a" ReferencedContainer="container:FaceUnityFramework.xcodeproj"></BuildableReference>
             </BuildActionEntry>
         </BuildActionEntries>
     </BuildAction>
-    <TestAction buildConfiguration="__TulsiTestRunner_Debug" shouldUseLaunchSchemeArgsEnv="YES" selectedDebuggerIdentifier="Xcode.DebuggerFoundation.Debugger.LLDB" customLLDBInitFile="$(PROJECT_FILE_PATH)/.tulsi/Utils/lldbinit" selectedLauncherIdentifier="Xcode.DebuggerFoundation.Launcher.LLDB">
+    <TestAction customLLDBInitFile="$(PROJECT_FILE_PATH)/.tulsi/Utils/lldbinit" buildConfiguration="__TulsiTestRunner_Debug" selectedLauncherIdentifier="Xcode.DebuggerFoundation.Launcher.LLDB" selectedDebuggerIdentifier="Xcode.DebuggerFoundation.Debugger.LLDB" shouldUseLaunchSchemeArgsEnv="YES">
         <Testables></Testables>
         <BuildableProductRunnable runnableDebuggingMode="0">
-            <BuildableReference BlueprintName="mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary" BuildableIdentifier="primary" BlueprintIdentifier="EDD0A785B490AB3400000000" BuildableName="libmediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.a" ReferencedContainer="container:FaceUnityFramework.xcodeproj"></BuildableReference>
+            <BuildableReference ReferencedContainer="container:FaceUnityFramework.xcodeproj" BlueprintIdentifier="EDD0A785B490AB3400000000" BuildableIdentifier="primary" BuildableName="libmediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.a" BlueprintName="mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary"></BuildableReference>
         </BuildableProductRunnable>
     </TestAction>
-    <LaunchAction launchStyle="0" debugServiceExtension="internal" customLLDBInitFile="$(PROJECT_FILE_PATH)/.tulsi/Utils/lldbinit" useCustomWorkingDirectory="NO" debugDocumentVersioning="YES" selectedLauncherIdentifier="Xcode.DebuggerFoundation.Launcher.LLDB" selectedDebuggerIdentifier="Xcode.DebuggerFoundation.Debugger.LLDB" allowLocationSimulation="YES" ignoresPersistentStateOnLaunch="NO" buildConfiguration="Debug">
+    <LaunchAction useCustomWorkingDirectory="NO" selectedLauncherIdentifier="Xcode.DebuggerFoundation.Launcher.LLDB" customLLDBInitFile="$(PROJECT_FILE_PATH)/.tulsi/Utils/lldbinit" launchStyle="0" allowLocationSimulation="YES" ignoresPersistentStateOnLaunch="NO" buildConfiguration="Debug" debugDocumentVersioning="YES" debugServiceExtension="internal" selectedDebuggerIdentifier="Xcode.DebuggerFoundation.Debugger.LLDB">
         <EnvironmentVariables></EnvironmentVariables>
         <MacroExpansion>
-            <BuildableReference BlueprintIdentifier="EDD0A785B490AB3400000000" BuildableName="libmediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.a" BuildableIdentifier="primary" BlueprintName="mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary" ReferencedContainer="container:FaceUnityFramework.xcodeproj"></BuildableReference>
+            <BuildableReference ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableIdentifier="primary" BuildableName="libmediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.a" BlueprintName="mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary" BlueprintIdentifier="EDD0A785B490AB3400000000"></BuildableReference>
         </MacroExpansion>
     </LaunchAction>
-    <ProfileAction debugDocumentVersioning="YES" useCustomWorkingDirectory="NO" buildConfiguration="__TulsiTestRunner_Release" shouldUseLaunchSchemeArgsEnv="YES">
+    <ProfileAction shouldUseLaunchSchemeArgsEnv="YES" useCustomWorkingDirectory="NO" buildConfiguration="__TulsiTestRunner_Release" debugDocumentVersioning="YES">
         <MacroExpansion>
-            <BuildableReference BlueprintName="mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary" ReferencedContainer="container:FaceUnityFramework.xcodeproj" BuildableName="libmediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.a" BuildableIdentifier="primary" BlueprintIdentifier="EDD0A785B490AB3400000000"></BuildableReference>
+            <BuildableReference BuildableIdentifier="primary" BlueprintName="mediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary" BuildableName="libmediapipe-render-module-beauty-ios-framework-OlaFaceUnityLibrary.a" BlueprintIdentifier="EDD0A785B490AB3400000000" ReferencedContainer="container:FaceUnityFramework.xcodeproj"></BuildableReference>
         </MacroExpansion>
     </ProfileAction>
     <AnalyzeAction buildConfiguration="Debug"></AnalyzeAction>
-    <ArchiveAction buildConfiguration="Release" revealArchiveInOrganizer="YES"></ArchiveAction>
+    <ArchiveAction revealArchiveInOrganizer="YES" buildConfiguration="Release"></ArchiveAction>
 </Scheme>

mediapipe/render/module/beauty/ios/framework/OlaFaceUnity.mm

@@ -4,6 +4,7 @@
 #include "mediapipe/render/core/OlaCameraSource.hpp"
 #include "mediapipe/render/core/Context.hpp"
 #include "mediapipe/render/core/Filter.hpp"
+#include "mediapipe/render/core/CVFramebuffer.hpp"
 
 using namespace Opipe;
 @interface OlaFaceUnity() {
@@ -43,7 +44,7 @@ using namespace Opipe;
 {
     _face_module = Opipe::FaceMeshModule::create();
     NSBundle *bundle = [NSBundle bundleForClass:[self class]];
-    NSURL* graphURL = [bundle URLForResource:@"face_mesh_mobile_landmark_gpu" withExtension:@"binarypb"];
+    NSURL* graphURL = [bundle URLForResource:@"face_mesh_mobile_gpu" withExtension:@"binarypb"];
     NSData* data = [NSData dataWithContentsOfURL:graphURL options:0 error:nil];
     if (data) {
         _face_module->init(nullptr, (void *)data.bytes, data.length);
@@ -126,7 +127,6 @@ using namespace Opipe;
         int height = (int)CVPixelBufferGetHeight(imagebuffer);
         
         CFRetain(samplebuffer);
-        NSLog(@"surfaceId:%@", @(surfaceId));
         dispatch_async(videoQueue, ^{
             _face_module->runInContextSync([&] {
                 CVImageBufferRef imageBuffer = CMSampleBufferGetImageBuffer(samplebuffer);
@@ -143,9 +143,14 @@ using namespace Opipe;
                 CVPixelBufferUnlockBaseAddress(imageBuffer, 0);
                 sourceCamera->updateTargets(frameTime);
                 dispatch_semaphore_signal(block_camera_sema);
+                CVFramebuffer *framebuffer = dynamic_cast<CVFramebuffer *>(sourceCamera->getScaleFramebuffer());
+                if (framebuffer && framebuffer->renderTarget) {
+                    _face_module->processVideoFrame(framebuffer->renderTarget, frameTime);
+                }
             });
             CFRelease(samplebuffer);
         });
+     
     }
 }