From 67c5d8d224933f7a898fb6f5684921ae049bd6d3 Mon Sep 17 00:00:00 2001
From: Sebastian Schmidt <mrschmidt@google.com>
Date: Fri, 9 Jun 2023 13:13:16 -0700
Subject: [PATCH] Add FaceLandmarker constants for iOS

PiperOrigin-RevId: 539160195
---
 .../tasks/ios/vision/face_landmarker/BUILD    |    9 +
 .../sources/MPPFaceLandmarker.h               |   78 +
 .../sources/MPPFaceLandmarker.mm              |   45 +
 .../sources/MPPFaceLandmarksConnections.h     | 2755 +++++++++++++++++
 4 files changed, 2887 insertions(+)
 create mode 100644 mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarksConnections.h

diff --git a/mediapipe/tasks/ios/vision/face_landmarker/BUILD b/mediapipe/tasks/ios/vision/face_landmarker/BUILD
index 8e62ee21..24a656b9 100644
--- a/mediapipe/tasks/ios/vision/face_landmarker/BUILD
+++ b/mediapipe/tasks/ios/vision/face_landmarker/BUILD
@@ -43,6 +43,13 @@ objc_library(
     ],
 )
 
+objc_library(
+    name = "MPPFaceLandmarksConnections",
+    hdrs = ["sources/MPPFaceLandmarksConnections.h"],
+    module_name = "MPPFaceLandmarksConnections",
+    deps = ["//mediapipe/tasks/ios/components/containers:MPPConnection"],
+)
+
 objc_library(
     name = "MPPFaceLandmarker",
     srcs = ["sources/MPPFaceLandmarker.mm"],
@@ -55,9 +62,11 @@ objc_library(
     deps = [
         ":MPPFaceLandmarkerOptions",
         ":MPPFaceLandmarkerResult",
+        ":MPPFaceLandmarksConnections",
         "//mediapipe/tasks/cc/vision/face_landmarker:face_landmarker_graph",
         "//mediapipe/tasks/ios/common/utils:MPPCommonUtils",
         "//mediapipe/tasks/ios/common/utils:NSStringHelpers",
+        "//mediapipe/tasks/ios/components/containers:MPPConnection",
         "//mediapipe/tasks/ios/core:MPPTaskInfo",
         "//mediapipe/tasks/ios/vision/core:MPPImage",
         "//mediapipe/tasks/ios/vision/core:MPPVisionPacketCreator",
diff --git a/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarker.h b/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarker.h
index fc8bed06..02bb84ac 100644
--- a/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarker.h
+++ b/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarker.h
@@ -14,6 +14,7 @@
 
 #import <Foundation/Foundation.h>
 
+#import "mediapipe/tasks/ios/components/containers/sources/MPPConnection.h"
 #import "mediapipe/tasks/ios/vision/core/sources/MPPImage.h"
 #import "mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarkerOptions.h"
 #import "mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarkerResult.h"
@@ -147,6 +148,83 @@ NS_SWIFT_NAME(FaceLandmarker)
                       error:(NSError **)error
     NS_SWIFT_NAME(detectAsync(image:timestampInMilliseconds:));
 
+/**
+ * Returns the connections between all the landmarks in the lips.
+ *
+ * @return An array of connections between all the landmarks in the lips.
+ */
++ (NSArray<MPPConnection *> *)lipsConnections;
+
+/**
+ * Returns the connections between all the landmarks in the left eye.
+ *
+ * @return An array of connections between all the landmarks in the left eye.
+ */
++ (NSArray<MPPConnection *> *)leftEyeConnections;
+
+/**
+ * Returns the connections between all the landmarks in the left eyebrow.
+ *
+ * @return An array of connections between all the landmarks in the left eyebrow.
+ */
++ (NSArray<MPPConnection *> *)leftEyebrowConnections;
+
+/**
+ * Returns the connections between all the landmarks in the left iris.
+ *
+ * @return An array of connections between all the landmarks in the left iris.
+ */
++ (NSArray<MPPConnection *> *)leftIrisConnections;
+
+/**
+ * Returns the connections between all the landmarks in the right eye.
+ *
+ * @return An array of connections between all the landmarks in the right eyr.
+ */
++ (NSArray<MPPConnection *> *)rightEyeConnections;
+
+/**
+ * Returns the connections between all the landmarks in the right eyebrow.
+ *
+ * @return An array of connections between all the landmarks in the right eyebrow.
+ */
++ (NSArray<MPPConnection *> *)rightEyebrowConnections;
+
+/**
+ * Returns the connections between all the landmarks in the right iris.
+ *
+ * @return An array of connections between all the landmarks in the right iris.
+ */
++ (NSArray<MPPConnection *> *)rightIrisConnections;
+
+/**
+ * Returns the connections between all the landmarks of the face oval.
+ *
+ * @return An array of connections between all the landmarks of the face oval.
+ */
++ (NSArray<MPPConnection *> *)faceOvalConnections;
+
+/**
+ * Returns the connections between making up the contours of the face.
+ *
+ * @return An array of connections between all the contours of the face.
+ */
++ (NSArray<MPPConnection *> *)contoursConnections;
+
+/**
+ * Returns the connections between all the landmarks making up the tesselation of the face.
+ *
+ * @return An array of connections between all the landmarks  making up the tesselation of the face.
+ */
++ (NSArray<MPPConnection *> *)tesselationConnections;
+
+/**
+ * Returns the connections between all the landmarks in the face.
+ *
+ * @return An array of connections between all the landmarks in the face.
+ */
++ (NSArray<MPPConnection *> *)faceConnections;
+
 - (instancetype)init NS_UNAVAILABLE;
 
 + (instancetype)new NS_UNAVAILABLE;
diff --git a/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarker.mm b/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarker.mm
index 33dda7c0..eec0d66e 100644
--- a/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarker.mm
+++ b/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarker.mm
@@ -20,6 +20,7 @@
 #import "mediapipe/tasks/ios/core/sources/MPPTaskInfo.h"
 #import "mediapipe/tasks/ios/vision/core/sources/MPPVisionPacketCreator.h"
 #import "mediapipe/tasks/ios/vision/core/sources/MPPVisionTaskRunner.h"
+#import "mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarksConnections.h"
 #import "mediapipe/tasks/ios/vision/face_landmarker/utils/sources/MPPFaceLandmarkerOptions+Helpers.h"
 #import "mediapipe/tasks/ios/vision/face_landmarker/utils/sources/MPPFaceLandmarkerResult+Helpers.h"
 
@@ -277,4 +278,48 @@ static NSString *const kTaskName = @"faceLandmarker";
   });
 }
 
++ (NSArray<MPPConnection *> *)lipsConnections {
+  return MPPFaceLandmarksLips;
+}
+
++ (NSArray<MPPConnection *> *)leftEyeConnections {
+  return MPPFaceLandmarksLeftEye;
+}
+
++ (NSArray<MPPConnection *> *)leftEyebrowConnections {
+  return MPPFaceLandmarksLeftEyebrow;
+}
+
++ (NSArray<MPPConnection *> *)leftIrisConnections {
+  return MPPFaceLandmarksLeftIris;
+}
+
++ (NSArray<MPPConnection *> *)rightEyeConnections {
+  return MPPFaceLandmarksRightEye;
+}
+
++ (NSArray<MPPConnection *> *)rightEyebrowConnections {
+  return MPPFaceLandmarksRightEyebrow;
+}
+
++ (NSArray<MPPConnection *> *)rightIrisConnections {
+  return MPPFaceLandmarksLeftIris;
+}
+
++ (NSArray<MPPConnection *> *)faceOvalConnections {
+  return MPPFaceLandmarksFaceOval;
+}
+
++ (NSArray<MPPConnection *> *)contoursConnections {
+  return MPPFaceLandmarksContours;
+}
+
++ (NSArray<MPPConnection *> *)tesselationConnections {
+  return MPPFaceLandmarksTesselation;
+}
+
++ (NSArray<MPPConnection *> *)faceConnections {
+  return MPPFaceConnections;
+}
+
 @end
diff --git a/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarksConnections.h b/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarksConnections.h
new file mode 100644
index 00000000..9e694476
--- /dev/null
+++ b/mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarksConnections.h
@@ -0,0 +1,2755 @@
+
+// Copyright 2023 The MediaPipe Authors.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//      http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#import <Foundation/Foundation.h>
+
+#import "mediapipe/tasks/ios/components/containers/sources/MPPConnection.h"
+
+NS_ASSUME_NONNULL_BEGIN
+
+// Landmarks for lips
+NSArray<MPPConnection *> *const MPPFaceLandmarksLips = @[
+  [[MPPConnection alloc] initWithStart:61 end:146],
+  [[MPPConnection alloc] initWithStart:146 end:91],
+  [[MPPConnection alloc] initWithStart:91 end:181],
+  [[MPPConnection alloc] initWithStart:181 end:84],
+  [[MPPConnection alloc] initWithStart:84 end:17],
+  [[MPPConnection alloc] initWithStart:17 end:314],
+  [[MPPConnection alloc] initWithStart:314 end:405],
+  [[MPPConnection alloc] initWithStart:405 end:321],
+  [[MPPConnection alloc] initWithStart:321 end:375],
+  [[MPPConnection alloc] initWithStart:375 end:291],
+  [[MPPConnection alloc] initWithStart:61 end:185],
+  [[MPPConnection alloc] initWithStart:185 end:40],
+  [[MPPConnection alloc] initWithStart:40 end:39],
+  [[MPPConnection alloc] initWithStart:39 end:37],
+  [[MPPConnection alloc] initWithStart:37 end:0],
+  [[MPPConnection alloc] initWithStart:0 end:267],
+  [[MPPConnection alloc] initWithStart:267 end:269],
+  [[MPPConnection alloc] initWithStart:269 end:270],
+  [[MPPConnection alloc] initWithStart:270 end:409],
+  [[MPPConnection alloc] initWithStart:409 end:291],
+  [[MPPConnection alloc] initWithStart:78 end:95],
+  [[MPPConnection alloc] initWithStart:95 end:88],
+  [[MPPConnection alloc] initWithStart:88 end:178],
+  [[MPPConnection alloc] initWithStart:178 end:87],
+  [[MPPConnection alloc] initWithStart:87 end:14],
+  [[MPPConnection alloc] initWithStart:14 end:317],
+  [[MPPConnection alloc] initWithStart:317 end:402],
+  [[MPPConnection alloc] initWithStart:402 end:318],
+  [[MPPConnection alloc] initWithStart:318 end:324],
+  [[MPPConnection alloc] initWithStart:324 end:308],
+  [[MPPConnection alloc] initWithStart:78 end:191],
+  [[MPPConnection alloc] initWithStart:191 end:80],
+  [[MPPConnection alloc] initWithStart:80 end:81],
+  [[MPPConnection alloc] initWithStart:81 end:82],
+  [[MPPConnection alloc] initWithStart:82 end:13],
+  [[MPPConnection alloc] initWithStart:13 end:312],
+  [[MPPConnection alloc] initWithStart:312 end:311],
+  [[MPPConnection alloc] initWithStart:311 end:310],
+  [[MPPConnection alloc] initWithStart:310 end:415],
+  [[MPPConnection alloc] initWithStart:415 end:308]
+];
+
+// Landmarks for left eye
+NSArray<MPPConnection *> *const MPPFaceLandmarksLeftEye = @[
+  [[MPPConnection alloc] initWithStart:263 end:249],
+  [[MPPConnection alloc] initWithStart:249 end:390],
+  [[MPPConnection alloc] initWithStart:390 end:373],
+  [[MPPConnection alloc] initWithStart:373 end:374],
+  [[MPPConnection alloc] initWithStart:374 end:380],
+  [[MPPConnection alloc] initWithStart:380 end:381],
+  [[MPPConnection alloc] initWithStart:381 end:382],
+  [[MPPConnection alloc] initWithStart:382 end:362],
+  [[MPPConnection alloc] initWithStart:263 end:466],
+  [[MPPConnection alloc] initWithStart:466 end:388],
+  [[MPPConnection alloc] initWithStart:388 end:387],
+  [[MPPConnection alloc] initWithStart:387 end:386],
+  [[MPPConnection alloc] initWithStart:386 end:385],
+  [[MPPConnection alloc] initWithStart:385 end:384],
+  [[MPPConnection alloc] initWithStart:384 end:398],
+  [[MPPConnection alloc] initWithStart:398 end:362]
+];
+
+// Landmarks for left eyebrow
+NSArray<MPPConnection *> *const MPPFaceLandmarksLeftEyebrow = @[
+  [[MPPConnection alloc] initWithStart:276 end:283],
+  [[MPPConnection alloc] initWithStart:283 end:282],
+  [[MPPConnection alloc] initWithStart:282 end:295],
+  [[MPPConnection alloc] initWithStart:295 end:285],
+  [[MPPConnection alloc] initWithStart:300 end:293],
+  [[MPPConnection alloc] initWithStart:293 end:334],
+  [[MPPConnection alloc] initWithStart:334 end:296],
+  [[MPPConnection alloc] initWithStart:296 end:336]
+];
+
+// Landmarks for left iris
+NSArray<MPPConnection *> *const MPPFaceLandmarksLeftIris = @[
+  [[MPPConnection alloc] initWithStart:474 end:475],
+  [[MPPConnection alloc] initWithStart:475 end:476],
+  [[MPPConnection alloc] initWithStart:476 end:477],
+  [[MPPConnection alloc] initWithStart:477 end:474]
+];
+
+// Landmarks for right eye
+NSArray<MPPConnection *> *const MPPFaceLandmarksRightEye = @[
+  [[MPPConnection alloc] initWithStart:33 end:7], [[MPPConnection alloc] initWithStart:7 end:163],
+  [[MPPConnection alloc] initWithStart:163 end:144],
+  [[MPPConnection alloc] initWithStart:144 end:145],
+  [[MPPConnection alloc] initWithStart:145 end:153],
+  [[MPPConnection alloc] initWithStart:153 end:154],
+  [[MPPConnection alloc] initWithStart:154 end:155],
+  [[MPPConnection alloc] initWithStart:155 end:133],
+  [[MPPConnection alloc] initWithStart:33 end:246],
+  [[MPPConnection alloc] initWithStart:246 end:161],
+  [[MPPConnection alloc] initWithStart:161 end:160],
+  [[MPPConnection alloc] initWithStart:160 end:159],
+  [[MPPConnection alloc] initWithStart:159 end:158],
+  [[MPPConnection alloc] initWithStart:158 end:157],
+  [[MPPConnection alloc] initWithStart:157 end:173],
+  [[MPPConnection alloc] initWithStart:173 end:133]
+];
+
+// Landmarks for right eeyebrow
+NSArray<MPPConnection *> *const MPPFaceLandmarksRightEyebrow = @[
+  [[MPPConnection alloc] initWithStart:46 end:53], [[MPPConnection alloc] initWithStart:53 end:52],
+  [[MPPConnection alloc] initWithStart:52 end:65], [[MPPConnection alloc] initWithStart:65 end:55],
+  [[MPPConnection alloc] initWithStart:70 end:63], [[MPPConnection alloc] initWithStart:63 end:105],
+  [[MPPConnection alloc] initWithStart:105 end:66], [[MPPConnection alloc] initWithStart:66 end:107]
+];
+
+// Landmarks for right iris
+NSArray<MPPConnection *> *const MPPFaceLandmarksRightIris = @[
+  [[MPPConnection alloc] initWithStart:469 end:470],
+  [[MPPConnection alloc] initWithStart:470 end:471],
+  [[MPPConnection alloc] initWithStart:471 end:472],
+  [[MPPConnection alloc] initWithStart:472 end:469]
+];
+
+// Landmarks for face oval
+NSArray<MPPConnection *> *const MPPFaceLandmarksFaceOval = @[
+  [[MPPConnection alloc] initWithStart:10 end:338],
+  [[MPPConnection alloc] initWithStart:338 end:297],
+  [[MPPConnection alloc] initWithStart:297 end:332],
+  [[MPPConnection alloc] initWithStart:332 end:284],
+  [[MPPConnection alloc] initWithStart:284 end:251],
+  [[MPPConnection alloc] initWithStart:251 end:389],
+  [[MPPConnection alloc] initWithStart:389 end:356],
+  [[MPPConnection alloc] initWithStart:356 end:454],
+  [[MPPConnection alloc] initWithStart:454 end:323],
+  [[MPPConnection alloc] initWithStart:323 end:361],
+  [[MPPConnection alloc] initWithStart:361 end:288],
+  [[MPPConnection alloc] initWithStart:288 end:397],
+  [[MPPConnection alloc] initWithStart:397 end:365],
+  [[MPPConnection alloc] initWithStart:365 end:379],
+  [[MPPConnection alloc] initWithStart:379 end:378],
+  [[MPPConnection alloc] initWithStart:378 end:400],
+  [[MPPConnection alloc] initWithStart:400 end:377],
+  [[MPPConnection alloc] initWithStart:377 end:152],
+  [[MPPConnection alloc] initWithStart:152 end:148],
+  [[MPPConnection alloc] initWithStart:148 end:176],
+  [[MPPConnection alloc] initWithStart:176 end:149],
+  [[MPPConnection alloc] initWithStart:149 end:150],
+  [[MPPConnection alloc] initWithStart:150 end:136],
+  [[MPPConnection alloc] initWithStart:136 end:172],
+  [[MPPConnection alloc] initWithStart:172 end:58],
+  [[MPPConnection alloc] initWithStart:58 end:132],
+  [[MPPConnection alloc] initWithStart:132 end:93],
+  [[MPPConnection alloc] initWithStart:93 end:234],
+  [[MPPConnection alloc] initWithStart:234 end:127],
+  [[MPPConnection alloc] initWithStart:127 end:162],
+  [[MPPConnection alloc] initWithStart:162 end:21],
+  [[MPPConnection alloc] initWithStart:21 end:54],
+  [[MPPConnection alloc] initWithStart:54 end:103],
+  [[MPPConnection alloc] initWithStart:103 end:67],
+  [[MPPConnection alloc] initWithStart:67 end:109],
+  [[MPPConnection alloc] initWithStart:109 end:10]
+];
+
+// Landmarks for contours
+NSArray<MPPConnection *> *const MPPFaceLandmarksContours = [[[[[[[[NSArray
+    arrayWithArray:MPPFaceLandmarksLips] arrayByAddingObjectsFromArray:MPPFaceLandmarksLeftEye]
+    arrayByAddingObjectsFromArray:MPPFaceLandmarksLeftEyebrow]
+    arrayByAddingObjectsFromArray:MPPFaceLandmarksLeftIris]
+    arrayByAddingObjectsFromArray:MPPFaceLandmarksRightEye]
+    arrayByAddingObjectsFromArray:MPPFaceLandmarksRightEyebrow]
+    arrayByAddingObjectsFromArray:MPPFaceLandmarksRightIris]
+    arrayByAddingObjectsFromArray:MPPFaceLandmarksFaceOval];
+
+// Landmarks for face tesselation
+NSArray<MPPConnection *> *const MPPFaceLandmarksTesselation = @[
+  [[MPPConnection alloc] initWithStart:127 end:34],
+  [[MPPConnection alloc] initWithStart:34 end:139],
+  [[MPPConnection alloc] initWithStart:139 end:127],
+  [[MPPConnection alloc] initWithStart:11 end:0],
+  [[MPPConnection alloc] initWithStart:0 end:37],
+  [[MPPConnection alloc] initWithStart:37 end:11],
+  [[MPPConnection alloc] initWithStart:232 end:231],
+  [[MPPConnection alloc] initWithStart:231 end:120],
+  [[MPPConnection alloc] initWithStart:120 end:232],
+  [[MPPConnection alloc] initWithStart:72 end:37],
+  [[MPPConnection alloc] initWithStart:37 end:39],
+  [[MPPConnection alloc] initWithStart:39 end:72],
+  [[MPPConnection alloc] initWithStart:128 end:121],
+  [[MPPConnection alloc] initWithStart:121 end:47],
+  [[MPPConnection alloc] initWithStart:47 end:128],
+  [[MPPConnection alloc] initWithStart:232 end:121],
+  [[MPPConnection alloc] initWithStart:121 end:128],
+  [[MPPConnection alloc] initWithStart:128 end:232],
+  [[MPPConnection alloc] initWithStart:104 end:69],
+  [[MPPConnection alloc] initWithStart:69 end:67],
+  [[MPPConnection alloc] initWithStart:67 end:104],
+  [[MPPConnection alloc] initWithStart:175 end:171],
+  [[MPPConnection alloc] initWithStart:171 end:148],
+  [[MPPConnection alloc] initWithStart:148 end:175],
+  [[MPPConnection alloc] initWithStart:118 end:50],
+  [[MPPConnection alloc] initWithStart:50 end:101],
+  [[MPPConnection alloc] initWithStart:101 end:118],
+  [[MPPConnection alloc] initWithStart:73 end:39],
+  [[MPPConnection alloc] initWithStart:39 end:40],
+  [[MPPConnection alloc] initWithStart:40 end:73],
+  [[MPPConnection alloc] initWithStart:9 end:151],
+  [[MPPConnection alloc] initWithStart:151 end:108],
+  [[MPPConnection alloc] initWithStart:108 end:9],
+  [[MPPConnection alloc] initWithStart:48 end:115],
+  [[MPPConnection alloc] initWithStart:115 end:131],
+  [[MPPConnection alloc] initWithStart:131 end:48],
+  [[MPPConnection alloc] initWithStart:194 end:204],
+  [[MPPConnection alloc] initWithStart:204 end:211],
+  [[MPPConnection alloc] initWithStart:211 end:194],
+  [[MPPConnection alloc] initWithStart:74 end:40],
+  [[MPPConnection alloc] initWithStart:40 end:185],
+  [[MPPConnection alloc] initWithStart:185 end:74],
+  [[MPPConnection alloc] initWithStart:80 end:42],
+  [[MPPConnection alloc] initWithStart:42 end:183],
+  [[MPPConnection alloc] initWithStart:183 end:80],
+  [[MPPConnection alloc] initWithStart:40 end:92],
+  [[MPPConnection alloc] initWithStart:92 end:186],
+  [[MPPConnection alloc] initWithStart:186 end:40],
+  [[MPPConnection alloc] initWithStart:230 end:229],
+  [[MPPConnection alloc] initWithStart:229 end:118],
+  [[MPPConnection alloc] initWithStart:118 end:230],
+  [[MPPConnection alloc] initWithStart:202 end:212],
+  [[MPPConnection alloc] initWithStart:212 end:214],
+  [[MPPConnection alloc] initWithStart:214 end:202],
+  [[MPPConnection alloc] initWithStart:83 end:18],
+  [[MPPConnection alloc] initWithStart:18 end:17],
+  [[MPPConnection alloc] initWithStart:17 end:83],
+  [[MPPConnection alloc] initWithStart:76 end:61],
+  [[MPPConnection alloc] initWithStart:61 end:146],
+  [[MPPConnection alloc] initWithStart:146 end:76],
+  [[MPPConnection alloc] initWithStart:160 end:29],
+  [[MPPConnection alloc] initWithStart:29 end:30],
+  [[MPPConnection alloc] initWithStart:30 end:160],
+  [[MPPConnection alloc] initWithStart:56 end:157],
+  [[MPPConnection alloc] initWithStart:157 end:173],
+  [[MPPConnection alloc] initWithStart:173 end:56],
+  [[MPPConnection alloc] initWithStart:106 end:204],
+  [[MPPConnection alloc] initWithStart:204 end:194],
+  [[MPPConnection alloc] initWithStart:194 end:106],
+  [[MPPConnection alloc] initWithStart:135 end:214],
+  [[MPPConnection alloc] initWithStart:214 end:192],
+  [[MPPConnection alloc] initWithStart:192 end:135],
+  [[MPPConnection alloc] initWithStart:203 end:165],
+  [[MPPConnection alloc] initWithStart:165 end:98],
+  [[MPPConnection alloc] initWithStart:98 end:203],
+  [[MPPConnection alloc] initWithStart:21 end:71],
+  [[MPPConnection alloc] initWithStart:71 end:68],
+  [[MPPConnection alloc] initWithStart:68 end:21],
+  [[MPPConnection alloc] initWithStart:51 end:45],
+  [[MPPConnection alloc] initWithStart:45 end:4],
+  [[MPPConnection alloc] initWithStart:4 end:51],
+  [[MPPConnection alloc] initWithStart:144 end:24],
+  [[MPPConnection alloc] initWithStart:24 end:23],
+  [[MPPConnection alloc] initWithStart:23 end:144],
+  [[MPPConnection alloc] initWithStart:77 end:146],
+  [[MPPConnection alloc] initWithStart:146 end:91],
+  [[MPPConnection alloc] initWithStart:91 end:77],
+  [[MPPConnection alloc] initWithStart:205 end:50],
+  [[MPPConnection alloc] initWithStart:50 end:187],
+  [[MPPConnection alloc] initWithStart:187 end:205],
+  [[MPPConnection alloc] initWithStart:201 end:200],
+  [[MPPConnection alloc] initWithStart:200 end:18],
+  [[MPPConnection alloc] initWithStart:18 end:201],
+  [[MPPConnection alloc] initWithStart:91 end:106],
+  [[MPPConnection alloc] initWithStart:106 end:182],
+  [[MPPConnection alloc] initWithStart:182 end:91],
+  [[MPPConnection alloc] initWithStart:90 end:91],
+  [[MPPConnection alloc] initWithStart:91 end:181],
+  [[MPPConnection alloc] initWithStart:181 end:90],
+  [[MPPConnection alloc] initWithStart:85 end:84],
+  [[MPPConnection alloc] initWithStart:84 end:17],
+  [[MPPConnection alloc] initWithStart:17 end:85],
+  [[MPPConnection alloc] initWithStart:206 end:203],
+  [[MPPConnection alloc] initWithStart:203 end:36],
+  [[MPPConnection alloc] initWithStart:36 end:206],
+  [[MPPConnection alloc] initWithStart:148 end:171],
+  [[MPPConnection alloc] initWithStart:171 end:140],
+  [[MPPConnection alloc] initWithStart:140 end:148],
+  [[MPPConnection alloc] initWithStart:92 end:40],
+  [[MPPConnection alloc] initWithStart:40 end:39],
+  [[MPPConnection alloc] initWithStart:39 end:92],
+  [[MPPConnection alloc] initWithStart:193 end:189],
+  [[MPPConnection alloc] initWithStart:189 end:244],
+  [[MPPConnection alloc] initWithStart:244 end:193],
+  [[MPPConnection alloc] initWithStart:159 end:158],
+  [[MPPConnection alloc] initWithStart:158 end:28],
+  [[MPPConnection alloc] initWithStart:28 end:159],
+  [[MPPConnection alloc] initWithStart:247 end:246],
+  [[MPPConnection alloc] initWithStart:246 end:161],
+  [[MPPConnection alloc] initWithStart:161 end:247],
+  [[MPPConnection alloc] initWithStart:236 end:3],
+  [[MPPConnection alloc] initWithStart:3 end:196],
+  [[MPPConnection alloc] initWithStart:196 end:236],
+  [[MPPConnection alloc] initWithStart:54 end:68],
+  [[MPPConnection alloc] initWithStart:68 end:104],
+  [[MPPConnection alloc] initWithStart:104 end:54],
+  [[MPPConnection alloc] initWithStart:193 end:168],
+  [[MPPConnection alloc] initWithStart:168 end:8],
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+  [[MPPConnection alloc] initWithStart:364 end:434],
+  [[MPPConnection alloc] initWithStart:434 end:394],
+  [[MPPConnection alloc] initWithStart:394 end:364],
+  [[MPPConnection alloc] initWithStart:428 end:396],
+  [[MPPConnection alloc] initWithStart:396 end:262],
+  [[MPPConnection alloc] initWithStart:262 end:428],
+  [[MPPConnection alloc] initWithStart:274 end:354],
+  [[MPPConnection alloc] initWithStart:354 end:457],
+  [[MPPConnection alloc] initWithStart:457 end:274],
+  [[MPPConnection alloc] initWithStart:317 end:316],
+  [[MPPConnection alloc] initWithStart:316 end:402],
+  [[MPPConnection alloc] initWithStart:402 end:317],
+  [[MPPConnection alloc] initWithStart:316 end:315],
+  [[MPPConnection alloc] initWithStart:315 end:403],
+  [[MPPConnection alloc] initWithStart:403 end:316],
+  [[MPPConnection alloc] initWithStart:315 end:314],
+  [[MPPConnection alloc] initWithStart:314 end:404],
+  [[MPPConnection alloc] initWithStart:404 end:315],
+  [[MPPConnection alloc] initWithStart:314 end:313],
+  [[MPPConnection alloc] initWithStart:313 end:405],
+  [[MPPConnection alloc] initWithStart:405 end:314],
+  [[MPPConnection alloc] initWithStart:313 end:421],
+  [[MPPConnection alloc] initWithStart:421 end:406],
+  [[MPPConnection alloc] initWithStart:406 end:313],
+  [[MPPConnection alloc] initWithStart:323 end:366],
+  [[MPPConnection alloc] initWithStart:366 end:361],
+  [[MPPConnection alloc] initWithStart:361 end:323],
+  [[MPPConnection alloc] initWithStart:292 end:306],
+  [[MPPConnection alloc] initWithStart:306 end:407],
+  [[MPPConnection alloc] initWithStart:407 end:292],
+  [[MPPConnection alloc] initWithStart:306 end:291],
+  [[MPPConnection alloc] initWithStart:291 end:408],
+  [[MPPConnection alloc] initWithStart:408 end:306],
+  [[MPPConnection alloc] initWithStart:291 end:287],
+  [[MPPConnection alloc] initWithStart:287 end:409],
+  [[MPPConnection alloc] initWithStart:409 end:291],
+  [[MPPConnection alloc] initWithStart:287 end:432],
+  [[MPPConnection alloc] initWithStart:432 end:410],
+  [[MPPConnection alloc] initWithStart:410 end:287],
+  [[MPPConnection alloc] initWithStart:427 end:434],
+  [[MPPConnection alloc] initWithStart:434 end:411],
+  [[MPPConnection alloc] initWithStart:411 end:427],
+  [[MPPConnection alloc] initWithStart:372 end:264],
+  [[MPPConnection alloc] initWithStart:264 end:383],
+  [[MPPConnection alloc] initWithStart:383 end:372],
+  [[MPPConnection alloc] initWithStart:459 end:309],
+  [[MPPConnection alloc] initWithStart:309 end:457],
+  [[MPPConnection alloc] initWithStart:457 end:459],
+  [[MPPConnection alloc] initWithStart:366 end:352],
+  [[MPPConnection alloc] initWithStart:352 end:401],
+  [[MPPConnection alloc] initWithStart:401 end:366],
+  [[MPPConnection alloc] initWithStart:1 end:274],
+  [[MPPConnection alloc] initWithStart:274 end:4],
+  [[MPPConnection alloc] initWithStart:4 end:1],
+  [[MPPConnection alloc] initWithStart:418 end:421],
+  [[MPPConnection alloc] initWithStart:421 end:262],
+  [[MPPConnection alloc] initWithStart:262 end:418],
+  [[MPPConnection alloc] initWithStart:331 end:294],
+  [[MPPConnection alloc] initWithStart:294 end:358],
+  [[MPPConnection alloc] initWithStart:358 end:331],
+  [[MPPConnection alloc] initWithStart:435 end:433],
+  [[MPPConnection alloc] initWithStart:433 end:367],
+  [[MPPConnection alloc] initWithStart:367 end:435],
+  [[MPPConnection alloc] initWithStart:392 end:289],
+  [[MPPConnection alloc] initWithStart:289 end:439],
+  [[MPPConnection alloc] initWithStart:439 end:392],
+  [[MPPConnection alloc] initWithStart:328 end:462],
+  [[MPPConnection alloc] initWithStart:462 end:326],
+  [[MPPConnection alloc] initWithStart:326 end:328],
+  [[MPPConnection alloc] initWithStart:94 end:2],
+  [[MPPConnection alloc] initWithStart:2 end:370],
+  [[MPPConnection alloc] initWithStart:370 end:94],
+  [[MPPConnection alloc] initWithStart:289 end:305],
+  [[MPPConnection alloc] initWithStart:305 end:455],
+  [[MPPConnection alloc] initWithStart:455 end:289],
+  [[MPPConnection alloc] initWithStart:339 end:254],
+  [[MPPConnection alloc] initWithStart:254 end:448],
+  [[MPPConnection alloc] initWithStart:448 end:339],
+  [[MPPConnection alloc] initWithStart:359 end:255],
+  [[MPPConnection alloc] initWithStart:255 end:446],
+  [[MPPConnection alloc] initWithStart:446 end:359],
+  [[MPPConnection alloc] initWithStart:254 end:253],
+  [[MPPConnection alloc] initWithStart:253 end:449],
+  [[MPPConnection alloc] initWithStart:449 end:254],
+  [[MPPConnection alloc] initWithStart:253 end:252],
+  [[MPPConnection alloc] initWithStart:252 end:450],
+  [[MPPConnection alloc] initWithStart:450 end:253],
+  [[MPPConnection alloc] initWithStart:252 end:256],
+  [[MPPConnection alloc] initWithStart:256 end:451],
+  [[MPPConnection alloc] initWithStart:451 end:252],
+  [[MPPConnection alloc] initWithStart:256 end:341],
+  [[MPPConnection alloc] initWithStart:341 end:452],
+  [[MPPConnection alloc] initWithStart:452 end:256],
+  [[MPPConnection alloc] initWithStart:414 end:413],
+  [[MPPConnection alloc] initWithStart:413 end:463],
+  [[MPPConnection alloc] initWithStart:463 end:414],
+  [[MPPConnection alloc] initWithStart:286 end:441],
+  [[MPPConnection alloc] initWithStart:441 end:414],
+  [[MPPConnection alloc] initWithStart:414 end:286],
+  [[MPPConnection alloc] initWithStart:286 end:258],
+  [[MPPConnection alloc] initWithStart:258 end:441],
+  [[MPPConnection alloc] initWithStart:441 end:286],
+  [[MPPConnection alloc] initWithStart:258 end:257],
+  [[MPPConnection alloc] initWithStart:257 end:442],
+  [[MPPConnection alloc] initWithStart:442 end:258],
+  [[MPPConnection alloc] initWithStart:257 end:259],
+  [[MPPConnection alloc] initWithStart:259 end:443],
+  [[MPPConnection alloc] initWithStart:443 end:257],
+  [[MPPConnection alloc] initWithStart:259 end:260],
+  [[MPPConnection alloc] initWithStart:260 end:444],
+  [[MPPConnection alloc] initWithStart:444 end:259],
+  [[MPPConnection alloc] initWithStart:260 end:467],
+  [[MPPConnection alloc] initWithStart:467 end:445],
+  [[MPPConnection alloc] initWithStart:445 end:260],
+  [[MPPConnection alloc] initWithStart:309 end:459],
+  [[MPPConnection alloc] initWithStart:459 end:250],
+  [[MPPConnection alloc] initWithStart:250 end:309],
+  [[MPPConnection alloc] initWithStart:305 end:289],
+  [[MPPConnection alloc] initWithStart:289 end:290],
+  [[MPPConnection alloc] initWithStart:290 end:305],
+  [[MPPConnection alloc] initWithStart:305 end:290],
+  [[MPPConnection alloc] initWithStart:290 end:460],
+  [[MPPConnection alloc] initWithStart:460 end:305],
+  [[MPPConnection alloc] initWithStart:401 end:376],
+  [[MPPConnection alloc] initWithStart:376 end:435],
+  [[MPPConnection alloc] initWithStart:435 end:401],
+  [[MPPConnection alloc] initWithStart:309 end:250],
+  [[MPPConnection alloc] initWithStart:250 end:392],
+  [[MPPConnection alloc] initWithStart:392 end:309],
+  [[MPPConnection alloc] initWithStart:376 end:411],
+  [[MPPConnection alloc] initWithStart:411 end:433],
+  [[MPPConnection alloc] initWithStart:433 end:376],
+  [[MPPConnection alloc] initWithStart:453 end:341],
+  [[MPPConnection alloc] initWithStart:341 end:464],
+  [[MPPConnection alloc] initWithStart:464 end:453],
+  [[MPPConnection alloc] initWithStart:357 end:453],
+  [[MPPConnection alloc] initWithStart:453 end:465],
+  [[MPPConnection alloc] initWithStart:465 end:357],
+  [[MPPConnection alloc] initWithStart:343 end:357],
+  [[MPPConnection alloc] initWithStart:357 end:412],
+  [[MPPConnection alloc] initWithStart:412 end:343],
+  [[MPPConnection alloc] initWithStart:437 end:343],
+  [[MPPConnection alloc] initWithStart:343 end:399],
+  [[MPPConnection alloc] initWithStart:399 end:437],
+  [[MPPConnection alloc] initWithStart:344 end:360],
+  [[MPPConnection alloc] initWithStart:360 end:440],
+  [[MPPConnection alloc] initWithStart:440 end:344],
+  [[MPPConnection alloc] initWithStart:420 end:437],
+  [[MPPConnection alloc] initWithStart:437 end:456],
+  [[MPPConnection alloc] initWithStart:456 end:420],
+  [[MPPConnection alloc] initWithStart:360 end:420],
+  [[MPPConnection alloc] initWithStart:420 end:363],
+  [[MPPConnection alloc] initWithStart:363 end:360],
+  [[MPPConnection alloc] initWithStart:361 end:401],
+  [[MPPConnection alloc] initWithStart:401 end:288],
+  [[MPPConnection alloc] initWithStart:288 end:361],
+  [[MPPConnection alloc] initWithStart:265 end:372],
+  [[MPPConnection alloc] initWithStart:372 end:353],
+  [[MPPConnection alloc] initWithStart:353 end:265],
+  [[MPPConnection alloc] initWithStart:390 end:339],
+  [[MPPConnection alloc] initWithStart:339 end:249],
+  [[MPPConnection alloc] initWithStart:249 end:390],
+  [[MPPConnection alloc] initWithStart:339 end:448],
+  [[MPPConnection alloc] initWithStart:448 end:255],
+  [[MPPConnection alloc] initWithStart:255 end:339]
+];
+
+NSArray<MPPConnection *> *const MPPFaceConnections = [[[NSArray arrayWithArray:MPPFaceLandmarksLips]
+    arrayByAddingObjectsFromArray:MPPFaceLandmarksContours]
+    arrayByAddingObjectsFromArray:MPPFaceLandmarksTesselation];
+
+NS_ASSUME_NONNULL_END