Merge pull request #4750 from priankakariatyml:ios-vision-task-runner-refactor-impl-part2
PiperOrigin-RevId: 562823970
This commit is contained in:
		
						commit
						a87613aa6c
					
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			@ -179,13 +179,13 @@ static NSString *const kTaskName = @"faceDetector";
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  MPPFaceDetectorResult *result = FaceDetectorResultWithOutputPacketMap(liveStreamResult.value());
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  NSInteger timeStampInMilliseconds =
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  NSInteger timestampInMilliseconds =
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      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
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      kMicrosecondsPerMillisecond;
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  dispatch_async(_callbackQueue, ^{
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    [self.faceDetectorLiveStreamDelegate faceDetector:self
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                         didFinishDetectionWithResult:result
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                              timestampInMilliseconds:timeStampInMilliseconds
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                              timestampInMilliseconds:timestampInMilliseconds
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                                                error:callbackError];
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  });
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}
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			@ -70,7 +70,7 @@ objc_library(
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        "//mediapipe/tasks/ios/core:MPPTaskInfo",
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        "//mediapipe/tasks/ios/vision/core:MPPImage",
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        "//mediapipe/tasks/ios/vision/core:MPPVisionPacketCreator",
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        "//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunner",
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        "//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunnerRefactored",
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        "//mediapipe/tasks/ios/vision/face_landmarker/utils:MPPFaceLandmarkerOptionsHelpers",
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        "//mediapipe/tasks/ios/vision/face_landmarker/utils:MPPFaceLandmarkerResultHelpers",
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    ],
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			@ -19,7 +19,7 @@
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#import "mediapipe/tasks/ios/common/utils/sources/NSString+Helpers.h"
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#import "mediapipe/tasks/ios/core/sources/MPPTaskInfo.h"
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#import "mediapipe/tasks/ios/vision/core/sources/MPPVisionPacketCreator.h"
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#import "mediapipe/tasks/ios/vision/core/sources/MPPVisionTaskRunner.h"
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#import "mediapipe/tasks/ios/vision/core/sources/MPPVisionTaskRunnerRefactored.h"
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#import "mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarksConnections.h"
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#import "mediapipe/tasks/ios/vision/face_landmarker/utils/sources/MPPFaceLandmarkerOptions+Helpers.h"
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#import "mediapipe/tasks/ios/vision/face_landmarker/utils/sources/MPPFaceLandmarkerResult+Helpers.h"
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			@ -56,6 +56,13 @@ static NSString *const kTaskName = @"faceLandmarker";
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    }                                                     \
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  }
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#define FaceLandmarkerResultWithOutputPacketMap(outputPacketMap)                                   \
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  ([MPPFaceLandmarkerResult                                                                        \
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      faceLandmarkerResultWithLandmarksPacket:outputPacketMap[kLandmarksOutStreamName.cppString]   \
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                            blendshapesPacket:outputPacketMap[kBlendshapesOutStreamName.cppString] \
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                 transformationMatrixesPacket:outputPacketMap[kFaceGeometryOutStreamName           \
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                                                                  .cppString]])
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@interface MPPFaceLandmarker () {
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  /** iOS Vision Task Runner */
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  MPPVisionTaskRunner *_visionTaskRunner;
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			@ -71,6 +78,8 @@ static NSString *const kTaskName = @"faceLandmarker";
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@implementation MPPFaceLandmarker
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#pragma mark - Public
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- (instancetype)initWithOptions:(MPPFaceLandmarkerOptions *)options error:(NSError **)error {
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  self = [super init];
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  if (self) {
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			@ -124,12 +133,13 @@ static NSString *const kTaskName = @"faceLandmarker";
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      };
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    }
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    _visionTaskRunner =
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        [[MPPVisionTaskRunner alloc] initWithCalculatorGraphConfig:[taskInfo generateGraphConfig]
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    _visionTaskRunner = [[MPPVisionTaskRunner alloc] initWithTaskInfo:taskInfo
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                                                          runningMode:options.runningMode
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                                                           roiAllowed:NO
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                                                      packetsCallback:std::move(packetsCallback)
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                                                 imageInputStreamName:kImageInStreamName
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                                              normRectInputStreamName:kNormRectStreamName
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                                                                error:error];
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    if (!_visionTaskRunner) {
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      return nil;
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    }
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			@ -144,138 +154,29 @@ static NSString *const kTaskName = @"faceLandmarker";
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  return [self initWithOptions:options error:error];
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}
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- (std::optional<PacketMap>)inputPacketMapWithMPPImage:(MPPImage *)image
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                               timestampInMilliseconds:(NSInteger)timestampInMilliseconds
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                                                 error:(NSError **)error {
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  std::optional<NormalizedRect> rect =
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      [_visionTaskRunner normalizedRectWithImageOrientation:image.orientation
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                                                  imageSize:CGSizeMake(image.width, image.height)
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                                                      error:error];
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  if (!rect.has_value()) {
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    return std::nullopt;
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  }
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  Packet imagePacket = [MPPVisionPacketCreator createPacketWithMPPImage:image
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                                                timestampInMilliseconds:timestampInMilliseconds
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                                                                  error:error];
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  if (imagePacket.IsEmpty()) {
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    return std::nullopt;
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  }
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  Packet normalizedRectPacket =
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      [MPPVisionPacketCreator createPacketWithNormalizedRect:*rect
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                                     timestampInMilliseconds:timestampInMilliseconds];
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  PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
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  return inputPacketMap;
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}
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- (nullable MPPFaceLandmarkerResult *)detectInImage:(MPPImage *)image error:(NSError **)error {
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  std::optional<NormalizedRect> rect =
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      [_visionTaskRunner normalizedRectWithImageOrientation:image.orientation
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                                                  imageSize:CGSizeMake(image.width, image.height)
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                                                      error:error];
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  if (!rect.has_value()) {
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    return nil;
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  }
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  std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImage:image error:error];
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  Packet imagePacket = [MPPVisionPacketCreator createPacketWithMPPImage:image error:error];
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  if (imagePacket.IsEmpty()) {
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    return nil;
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  }
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  Packet normalizedRectPacket = [MPPVisionPacketCreator createPacketWithNormalizedRect:*rect];
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  PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
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  std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImagePacketMap:inputPacketMap
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                                                                                error:error];
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  if (!outputPacketMap.has_value()) {
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    return nil;
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  }
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  return [MPPFaceLandmarkerResult
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      faceLandmarkerResultWithLandmarksPacket:outputPacketMap
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                                                  .value()[kLandmarksOutStreamName.cppString]
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                            blendshapesPacket:outputPacketMap
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                                                  .value()[kBlendshapesOutStreamName.cppString]
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                 transformationMatrixesPacket:outputPacketMap
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                                                  .value()[kFaceGeometryOutStreamName.cppString]];
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  return [MPPFaceLandmarker faceLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
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}
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- (nullable MPPFaceLandmarkerResult *)detectInVideoFrame:(MPPImage *)image
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                                 timestampInMilliseconds:(NSInteger)timestampInMilliseconds
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                                                   error:(NSError **)error {
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  std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
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  std::optional<PacketMap> outputPacketMap =
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      [_visionTaskRunner processVideoFrame:image
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                   timestampInMilliseconds:timestampInMilliseconds
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                                     error:error];
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  if (!inputPacketMap.has_value()) {
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    return nil;
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  }
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  std::optional<PacketMap> outputPacketMap =
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      [_visionTaskRunner processVideoFramePacketMap:*inputPacketMap error:error];
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  if (!outputPacketMap.has_value()) {
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    return nil;
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  }
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  return [MPPFaceLandmarkerResult
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      faceLandmarkerResultWithLandmarksPacket:outputPacketMap
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                                                  .value()[kLandmarksOutStreamName.cppString]
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                            blendshapesPacket:outputPacketMap
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                                                  .value()[kBlendshapesOutStreamName.cppString]
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                 transformationMatrixesPacket:outputPacketMap
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                                                  .value()[kFaceGeometryOutStreamName.cppString]];
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  return [MPPFaceLandmarker faceLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
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}
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- (BOOL)detectAsyncInImage:(MPPImage *)image
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    timestampInMilliseconds:(NSInteger)timestampInMilliseconds
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                      error:(NSError **)error {
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  std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
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  return [_visionTaskRunner processLiveStreamImage:image
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                           timestampInMilliseconds:timestampInMilliseconds
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                                             error:error];
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  if (!inputPacketMap.has_value()) {
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    return NO;
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  }
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  return [_visionTaskRunner processLiveStreamPacketMap:*inputPacketMap error:error];
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}
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- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
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  NSError *callbackError;
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  if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
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    dispatch_async(_callbackQueue, ^{
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      [_faceLandmarkerLiveStreamDelegate faceLandmarker:self
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                           didFinishDetectionWithResult:nil
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                                timestampInMilliseconds:Timestamp::Unset().Value()
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                                                  error:callbackError];
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    });
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    return;
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  }
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  PacketMap &outputPacketMap = *liveStreamResult;
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  if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
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    // The graph did not return a result. We therefore do not raise the user callback. This mirrors
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    // returning `nil` in the other methods and is acceptable for the live stream delegate since
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    // it is expected that we drop frames and don't return results for every input.
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    return;
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  }
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  MPPFaceLandmarkerResult *result = [MPPFaceLandmarkerResult
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      faceLandmarkerResultWithLandmarksPacket:outputPacketMap[kLandmarksOutStreamName.cppString]
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                            blendshapesPacket:outputPacketMap[kBlendshapesOutStreamName.cppString]
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                 transformationMatrixesPacket:outputPacketMap[kFaceGeometryOutStreamName
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                                                                  .cppString]];
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  NSInteger timeStampInMilliseconds =
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      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
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      kMicrosecondsPerMillisecond;
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  dispatch_async(_callbackQueue, ^{
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    [_faceLandmarkerLiveStreamDelegate faceLandmarker:self
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                         didFinishDetectionWithResult:result
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                              timestampInMilliseconds:timeStampInMilliseconds
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                                                error:callbackError];
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  });
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}
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+ (NSArray<MPPConnection *> *)lipsConnections {
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			@ -322,4 +223,48 @@ static NSString *const kTaskName = @"faceLandmarker";
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  return MPPFaceConnections;
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}
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#pragma mark - Private
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+ (nullable MPPFaceLandmarkerResult *)faceLandmarkerResultWithOptionalOutputPacketMap:
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    (std::optional<PacketMap>)outputPacketMap {
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  if (!outputPacketMap.has_value()) {
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    return nil;
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  }
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  return FaceLandmarkerResultWithOutputPacketMap(outputPacketMap.value());
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}
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- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
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  NSError *callbackError;
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  if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
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    dispatch_async(_callbackQueue, ^{
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      [_faceLandmarkerLiveStreamDelegate faceLandmarker:self
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                           didFinishDetectionWithResult:nil
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                                timestampInMilliseconds:Timestamp::Unset().Value()
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                                                  error:callbackError];
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    });
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    return;
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  }
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  PacketMap &outputPacketMap = *liveStreamResult;
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  if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
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    // The graph did not return a result. We therefore do not raise the user callback. This mirrors
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    // returning `nil` in the other methods and is acceptable for the live stream delegate since
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    // it is expected that we drop frames and don't return results for every input.
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    return;
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  }
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  MPPFaceLandmarkerResult *result = FaceLandmarkerResultWithOutputPacketMap(outputPacketMap);
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  NSInteger timestampInMilliseconds =
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      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
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      kMicrosecondsPerMillisecond;
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  dispatch_async(_callbackQueue, ^{
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    [_faceLandmarkerLiveStreamDelegate faceLandmarker:self
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                         didFinishDetectionWithResult:result
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                              timestampInMilliseconds:timestampInMilliseconds
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                                                error:callbackError];
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  });
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}
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@end
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			@ -58,7 +58,7 @@ objc_library(
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        "//mediapipe/tasks/ios/core:MPPTaskInfo",
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        "//mediapipe/tasks/ios/vision/core:MPPImage",
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        "//mediapipe/tasks/ios/vision/core:MPPVisionPacketCreator",
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        "//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunner",
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        "//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunnerRefactored",
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        "//mediapipe/tasks/ios/vision/gesture_recognizer/utils:MPPGestureRecognizerOptionsHelpers",
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        "//mediapipe/tasks/ios/vision/gesture_recognizer/utils:MPPGestureRecognizerResultHelpers",
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    ],
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			@ -18,7 +18,7 @@
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#import "mediapipe/tasks/ios/common/utils/sources/NSString+Helpers.h"
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#import "mediapipe/tasks/ios/core/sources/MPPTaskInfo.h"
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#import "mediapipe/tasks/ios/vision/core/sources/MPPVisionPacketCreator.h"
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#import "mediapipe/tasks/ios/vision/core/sources/MPPVisionTaskRunner.h"
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#import "mediapipe/tasks/ios/vision/core/sources/MPPVisionTaskRunnerRefactored.h"
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#import "mediapipe/tasks/ios/vision/gesture_recognizer/utils/sources/MPPGestureRecognizerOptions+Helpers.h"
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#import "mediapipe/tasks/ios/vision/gesture_recognizer/utils/sources/MPPGestureRecognizerResult+Helpers.h"
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			@ -54,6 +54,17 @@ static NSString *const kTaskName = @"gestureRecognizer";
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    }                                                       \
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  }
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#define GestureRecognizerResultWithOutputPacketMap(outputPacketMap)                              \
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  ([MPPGestureRecognizerResult                                                                   \
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      gestureRecognizerResultWithHandGesturesPacket:outputPacketMap[kHandGesturesOutStreamName   \
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                                                                        .cppString]              \
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                                   handednessPacket:outputPacketMap[kHandednessOutStreamName     \
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                                                                        .cppString]              \
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                                handLandmarksPacket:outputPacketMap[kLandmarksOutStreamName      \
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                                                                        .cppString]              \
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                               worldLandmarksPacket:outputPacketMap[kWorldLandmarksOutStreamName \
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                                                                        .cppString]])
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@interface MPPGestureRecognizer () {
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  /** iOS Vision Task Runner */
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  MPPVisionTaskRunner *_visionTaskRunner;
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| 
						 | 
				
			
			@ -65,56 +76,6 @@ static NSString *const kTaskName = @"gestureRecognizer";
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@implementation MPPGestureRecognizer
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- (nullable MPPGestureRecognizerResult *)gestureRecognizerResultWithOutputPacketMap:
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    (PacketMap &)outputPacketMap {
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  return [MPPGestureRecognizerResult
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      gestureRecognizerResultWithHandGesturesPacket:outputPacketMap[kHandGesturesOutStreamName
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		||||
                                                                        .cppString]
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                                   handednessPacket:outputPacketMap[kHandednessOutStreamName
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                                                                        .cppString]
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                                handLandmarksPacket:outputPacketMap[kLandmarksOutStreamName
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		||||
                                                                        .cppString]
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                               worldLandmarksPacket:outputPacketMap[kWorldLandmarksOutStreamName
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                                                                        .cppString]];
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}
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- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
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  if (![self.gestureRecognizerLiveStreamDelegate
 | 
			
		||||
          respondsToSelector:@selector(gestureRecognizer:
 | 
			
		||||
                                 didFinishRecognitionWithResult:timestampInMilliseconds:error:)]) {
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		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  NSError *callbackError = nil;
 | 
			
		||||
  if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
 | 
			
		||||
    dispatch_async(_callbackQueue, ^{
 | 
			
		||||
      [self.gestureRecognizerLiveStreamDelegate gestureRecognizer:self
 | 
			
		||||
                                   didFinishRecognitionWithResult:nil
 | 
			
		||||
                                          timestampInMilliseconds:Timestamp::Unset().Value()
 | 
			
		||||
                                                            error:callbackError];
 | 
			
		||||
    });
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  PacketMap &outputPacketMap = liveStreamResult.value();
 | 
			
		||||
  if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  MPPGestureRecognizerResult *result =
 | 
			
		||||
      [self gestureRecognizerResultWithOutputPacketMap:outputPacketMap];
 | 
			
		||||
 | 
			
		||||
  NSInteger timeStampInMilliseconds =
 | 
			
		||||
      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
 | 
			
		||||
      kMicroSecondsPerMilliSecond;
 | 
			
		||||
  dispatch_async(_callbackQueue, ^{
 | 
			
		||||
    [self.gestureRecognizerLiveStreamDelegate gestureRecognizer:self
 | 
			
		||||
                                 didFinishRecognitionWithResult:result
 | 
			
		||||
                                        timestampInMilliseconds:timeStampInMilliseconds
 | 
			
		||||
                                                          error:callbackError];
 | 
			
		||||
  });
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (instancetype)initWithOptions:(MPPGestureRecognizerOptions *)options error:(NSError **)error {
 | 
			
		||||
  self = [super init];
 | 
			
		||||
  if (self) {
 | 
			
		||||
| 
						 | 
				
			
			@ -161,10 +122,12 @@ static NSString *const kTaskName = @"gestureRecognizer";
 | 
			
		|||
      };
 | 
			
		||||
    }
 | 
			
		||||
 | 
			
		||||
    _visionTaskRunner =
 | 
			
		||||
        [[MPPVisionTaskRunner alloc] initWithCalculatorGraphConfig:[taskInfo generateGraphConfig]
 | 
			
		||||
    _visionTaskRunner = [[MPPVisionTaskRunner alloc] initWithTaskInfo:taskInfo
 | 
			
		||||
                                                          runningMode:options.runningMode
 | 
			
		||||
                                                           roiAllowed:NO
 | 
			
		||||
                                                      packetsCallback:std::move(packetsCallback)
 | 
			
		||||
                                                 imageInputStreamName:kImageInStreamName
 | 
			
		||||
                                              normRectInputStreamName:kNormRectInStreamName
 | 
			
		||||
                                                                error:error];
 | 
			
		||||
    if (!_visionTaskRunner) {
 | 
			
		||||
      return nil;
 | 
			
		||||
| 
						 | 
				
			
			@ -181,93 +144,76 @@ static NSString *const kTaskName = @"gestureRecognizer";
 | 
			
		|||
  return [self initWithOptions:options error:error];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPGestureRecognizerResult *)gestureRecognizerResultWithOptionalOutputPacketMap:
 | 
			
		||||
    (std::optional<PacketMap> &)outputPacketMap {
 | 
			
		||||
  if (!outputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
  MPPGestureRecognizerResult *result =
 | 
			
		||||
      [self gestureRecognizerResultWithOutputPacketMap:outputPacketMap.value()];
 | 
			
		||||
  return result;
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPGestureRecognizerResult *)recognizeImage:(MPPImage *)image error:(NSError **)error {
 | 
			
		||||
  std::optional<NormalizedRect> rect =
 | 
			
		||||
      [_visionTaskRunner normalizedRectWithImageOrientation:image.orientation
 | 
			
		||||
                                                  imageSize:CGSizeMake(image.width, image.height)
 | 
			
		||||
                                                      error:error];
 | 
			
		||||
  if (!rect.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImage:image error:error];
 | 
			
		||||
 | 
			
		||||
  Packet imagePacket = [MPPVisionPacketCreator createPacketWithMPPImage:image error:error];
 | 
			
		||||
  if (imagePacket.IsEmpty()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet normalizedRectPacket =
 | 
			
		||||
      [MPPVisionPacketCreator createPacketWithNormalizedRect:rect.value()];
 | 
			
		||||
 | 
			
		||||
  PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
 | 
			
		||||
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImagePacketMap:inputPacketMap
 | 
			
		||||
                                                                                error:error];
 | 
			
		||||
  return [self gestureRecognizerResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (std::optional<PacketMap>)inputPacketMapWithMPPImage:(MPPImage *)image
 | 
			
		||||
                               timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                                                 error:(NSError **)error {
 | 
			
		||||
  std::optional<NormalizedRect> rect =
 | 
			
		||||
      [_visionTaskRunner normalizedRectWithImageOrientation:image.orientation
 | 
			
		||||
                                                  imageSize:CGSizeMake(image.width, image.height)
 | 
			
		||||
                                                      error:error];
 | 
			
		||||
  if (!rect.has_value()) {
 | 
			
		||||
    return std::nullopt;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet imagePacket = [MPPVisionPacketCreator createPacketWithMPPImage:image
 | 
			
		||||
                                                timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                                                  error:error];
 | 
			
		||||
  if (imagePacket.IsEmpty()) {
 | 
			
		||||
    return std::nullopt;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet normalizedRectPacket =
 | 
			
		||||
      [MPPVisionPacketCreator createPacketWithNormalizedRect:rect.value()
 | 
			
		||||
                                     timestampInMilliseconds:timestampInMilliseconds];
 | 
			
		||||
 | 
			
		||||
  PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
 | 
			
		||||
  return inputPacketMap;
 | 
			
		||||
  return [MPPGestureRecognizer gestureRecognizerResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPGestureRecognizerResult *)recognizeVideoFrame:(MPPImage *)image
 | 
			
		||||
                                     timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                                                       error:(NSError **)error {
 | 
			
		||||
  std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap =
 | 
			
		||||
      [_visionTaskRunner processVideoFrame:image
 | 
			
		||||
                   timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                     error:error];
 | 
			
		||||
  if (!inputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap =
 | 
			
		||||
      [_visionTaskRunner processVideoFramePacketMap:inputPacketMap.value() error:error];
 | 
			
		||||
 | 
			
		||||
  return [self gestureRecognizerResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
  return [MPPGestureRecognizer gestureRecognizerResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (BOOL)recognizeAsyncImage:(MPPImage *)image
 | 
			
		||||
    timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                      error:(NSError **)error {
 | 
			
		||||
  std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
 | 
			
		||||
  return [_visionTaskRunner processLiveStreamImage:image
 | 
			
		||||
                           timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                             error:error];
 | 
			
		||||
  if (!inputPacketMap.has_value()) {
 | 
			
		||||
    return NO;
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
  return [_visionTaskRunner processLiveStreamPacketMap:inputPacketMap.value() error:error];
 | 
			
		||||
#pragma mark - Private
 | 
			
		||||
 | 
			
		||||
- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
 | 
			
		||||
  if (![self.gestureRecognizerLiveStreamDelegate
 | 
			
		||||
          respondsToSelector:@selector(gestureRecognizer:
 | 
			
		||||
                                 didFinishRecognitionWithResult:timestampInMilliseconds:error:)]) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  NSError *callbackError = nil;
 | 
			
		||||
  if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
 | 
			
		||||
    dispatch_async(_callbackQueue, ^{
 | 
			
		||||
      [self.gestureRecognizerLiveStreamDelegate gestureRecognizer:self
 | 
			
		||||
                                   didFinishRecognitionWithResult:nil
 | 
			
		||||
                                          timestampInMilliseconds:Timestamp::Unset().Value()
 | 
			
		||||
                                                            error:callbackError];
 | 
			
		||||
    });
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  PacketMap &outputPacketMap = liveStreamResult.value();
 | 
			
		||||
  if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  MPPGestureRecognizerResult *result = GestureRecognizerResultWithOutputPacketMap(outputPacketMap);
 | 
			
		||||
 | 
			
		||||
  NSInteger timestampInMilliseconds =
 | 
			
		||||
      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
 | 
			
		||||
      kMicroSecondsPerMilliSecond;
 | 
			
		||||
  dispatch_async(_callbackQueue, ^{
 | 
			
		||||
    [self.gestureRecognizerLiveStreamDelegate gestureRecognizer:self
 | 
			
		||||
                                 didFinishRecognitionWithResult:result
 | 
			
		||||
                                        timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                                          error:callbackError];
 | 
			
		||||
  });
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
+ (nullable MPPGestureRecognizerResult *)gestureRecognizerResultWithOptionalOutputPacketMap:
 | 
			
		||||
    (std::optional<PacketMap> &)outputPacketMap {
 | 
			
		||||
  if (!outputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  return GestureRecognizerResultWithOutputPacketMap(outputPacketMap.value());
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
@end
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
| 
						 | 
				
			
			@ -66,7 +66,7 @@ objc_library(
 | 
			
		|||
        "//mediapipe/tasks/ios/core:MPPTaskInfo",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/core:MPPImage",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/core:MPPVisionPacketCreator",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunner",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunnerRefactored",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/hand_landmarker/utils:MPPHandLandmarkerOptionsHelpers",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/hand_landmarker/utils:MPPHandLandmarkerResultHelpers",
 | 
			
		||||
    ],
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
| 
						 | 
				
			
			@ -18,7 +18,7 @@
 | 
			
		|||
#import "mediapipe/tasks/ios/common/utils/sources/NSString+Helpers.h"
 | 
			
		||||
#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/core/sources/MPPVisionTaskRunnerRefactored.h"
 | 
			
		||||
#import "mediapipe/tasks/ios/vision/hand_landmarker/sources/MPPHandLandmarksConnections.h"
 | 
			
		||||
#import "mediapipe/tasks/ios/vision/hand_landmarker/utils/sources/MPPHandLandmarkerOptions+Helpers.h"
 | 
			
		||||
#import "mediapipe/tasks/ios/vision/hand_landmarker/utils/sources/MPPHandLandmarkerResult+Helpers.h"
 | 
			
		||||
| 
						 | 
				
			
			@ -53,6 +53,14 @@ static NSString *const kTaskName = @"handLandmarker";
 | 
			
		|||
    }                                                       \
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
#define HandLandmarkerResultWithOutputPacketMap(outputPacketMap)                                 \
 | 
			
		||||
  ([MPPHandLandmarkerResult                                                                      \
 | 
			
		||||
      handLandmarkerResultWithLandmarksPacket:outputPacketMap[kLandmarksOutStreamName.cppString] \
 | 
			
		||||
                         worldLandmarksPacket:outputPacketMap[kWorldLandmarksOutStreamName       \
 | 
			
		||||
                                                                  .cppString]                    \
 | 
			
		||||
                             handednessPacket:outputPacketMap[kHandednessOutStreamName           \
 | 
			
		||||
                                                                  .cppString]])
 | 
			
		||||
 | 
			
		||||
@interface MPPHandLandmarker () {
 | 
			
		||||
  /** iOS Vision Task Runner */
 | 
			
		||||
  MPPVisionTaskRunner *_visionTaskRunner;
 | 
			
		||||
| 
						 | 
				
			
			@ -63,50 +71,7 @@ static NSString *const kTaskName = @"handLandmarker";
 | 
			
		|||
 | 
			
		||||
@implementation MPPHandLandmarker
 | 
			
		||||
 | 
			
		||||
- (nullable MPPHandLandmarkerResult *)handLandmarkerResultWithOutputPacketMap:
 | 
			
		||||
    (PacketMap &)outputPacketMap {
 | 
			
		||||
  return [MPPHandLandmarkerResult
 | 
			
		||||
      handLandmarkerResultWithLandmarksPacket:outputPacketMap[kLandmarksOutStreamName.cppString]
 | 
			
		||||
                         worldLandmarksPacket:outputPacketMap[kWorldLandmarksOutStreamName
 | 
			
		||||
                                                                  .cppString]
 | 
			
		||||
                             handednessPacket:outputPacketMap[kHandednessOutStreamName.cppString]];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
 | 
			
		||||
  if (![self.handLandmarkerLiveStreamDelegate
 | 
			
		||||
          respondsToSelector:@selector(handLandmarker:
 | 
			
		||||
                                 didFinishDetectionWithResult:timestampInMilliseconds:error:)]) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  NSError *callbackError = nil;
 | 
			
		||||
  if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
 | 
			
		||||
    dispatch_async(_callbackQueue, ^{
 | 
			
		||||
      [self.handLandmarkerLiveStreamDelegate handLandmarker:self
 | 
			
		||||
                               didFinishDetectionWithResult:nil
 | 
			
		||||
                                    timestampInMilliseconds:Timestamp::Unset().Value()
 | 
			
		||||
                                                      error:callbackError];
 | 
			
		||||
    });
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  PacketMap &outputPacketMap = liveStreamResult.value();
 | 
			
		||||
  if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  MPPHandLandmarkerResult *result = [self handLandmarkerResultWithOutputPacketMap:outputPacketMap];
 | 
			
		||||
 | 
			
		||||
  NSInteger timeStampInMilliseconds =
 | 
			
		||||
      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
 | 
			
		||||
      kMicroSecondsPerMilliSecond;
 | 
			
		||||
  dispatch_async(_callbackQueue, ^{
 | 
			
		||||
    [self.handLandmarkerLiveStreamDelegate handLandmarker:self
 | 
			
		||||
                             didFinishDetectionWithResult:result
 | 
			
		||||
                                  timestampInMilliseconds:timeStampInMilliseconds
 | 
			
		||||
                                                    error:callbackError];
 | 
			
		||||
  });
 | 
			
		||||
}
 | 
			
		||||
#pragma mark - Public
 | 
			
		||||
 | 
			
		||||
- (instancetype)initWithOptions:(MPPHandLandmarkerOptions *)options error:(NSError **)error {
 | 
			
		||||
  self = [super init];
 | 
			
		||||
| 
						 | 
				
			
			@ -152,11 +117,14 @@ static NSString *const kTaskName = @"handLandmarker";
 | 
			
		|||
      };
 | 
			
		||||
    }
 | 
			
		||||
 | 
			
		||||
    _visionTaskRunner =
 | 
			
		||||
        [[MPPVisionTaskRunner alloc] initWithCalculatorGraphConfig:[taskInfo generateGraphConfig]
 | 
			
		||||
    _visionTaskRunner = [[MPPVisionTaskRunner alloc] initWithTaskInfo:taskInfo
 | 
			
		||||
                                                          runningMode:options.runningMode
 | 
			
		||||
                                                           roiAllowed:NO
 | 
			
		||||
                                                      packetsCallback:std::move(packetsCallback)
 | 
			
		||||
                                                 imageInputStreamName:kImageInStreamName
 | 
			
		||||
                                              normRectInputStreamName:kNormRectInStreamName
 | 
			
		||||
                                                                error:error];
 | 
			
		||||
 | 
			
		||||
    if (!_visionTaskRunner) {
 | 
			
		||||
      return nil;
 | 
			
		||||
    }
 | 
			
		||||
| 
						 | 
				
			
			@ -172,93 +140,29 @@ static NSString *const kTaskName = @"handLandmarker";
 | 
			
		|||
  return [self initWithOptions:options error:error];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPHandLandmarkerResult *)handLandmarkerResultWithOptionalOutputPacketMap:
 | 
			
		||||
    (std::optional<PacketMap> &)outputPacketMap {
 | 
			
		||||
  if (!outputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
  MPPHandLandmarkerResult *result =
 | 
			
		||||
      [self handLandmarkerResultWithOutputPacketMap:outputPacketMap.value()];
 | 
			
		||||
  return result;
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPHandLandmarkerResult *)detectInImage:(MPPImage *)image error:(NSError **)error {
 | 
			
		||||
  std::optional<NormalizedRect> rect =
 | 
			
		||||
      [_visionTaskRunner normalizedRectWithImageOrientation:image.orientation
 | 
			
		||||
                                                  imageSize:CGSizeMake(image.width, image.height)
 | 
			
		||||
                                                      error:error];
 | 
			
		||||
  if (!rect.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImage:image error:error];
 | 
			
		||||
 | 
			
		||||
  Packet imagePacket = [MPPVisionPacketCreator createPacketWithMPPImage:image error:error];
 | 
			
		||||
  if (imagePacket.IsEmpty()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet normalizedRectPacket =
 | 
			
		||||
      [MPPVisionPacketCreator createPacketWithNormalizedRect:rect.value()];
 | 
			
		||||
 | 
			
		||||
  PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
 | 
			
		||||
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImagePacketMap:inputPacketMap
 | 
			
		||||
                                                                                error:error];
 | 
			
		||||
  return [self handLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (std::optional<PacketMap>)inputPacketMapWithMPPImage:(MPPImage *)image
 | 
			
		||||
                               timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                                                 error:(NSError **)error {
 | 
			
		||||
  std::optional<NormalizedRect> rect =
 | 
			
		||||
      [_visionTaskRunner normalizedRectWithImageOrientation:image.orientation
 | 
			
		||||
                                                  imageSize:CGSizeMake(image.width, image.height)
 | 
			
		||||
                                                      error:error];
 | 
			
		||||
  if (!rect.has_value()) {
 | 
			
		||||
    return std::nullopt;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet imagePacket = [MPPVisionPacketCreator createPacketWithMPPImage:image
 | 
			
		||||
                                                timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                                                  error:error];
 | 
			
		||||
  if (imagePacket.IsEmpty()) {
 | 
			
		||||
    return std::nullopt;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet normalizedRectPacket =
 | 
			
		||||
      [MPPVisionPacketCreator createPacketWithNormalizedRect:rect.value()
 | 
			
		||||
                                     timestampInMilliseconds:timestampInMilliseconds];
 | 
			
		||||
 | 
			
		||||
  PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
 | 
			
		||||
  return inputPacketMap;
 | 
			
		||||
  return [MPPHandLandmarker handLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPHandLandmarkerResult *)detectInVideoFrame:(MPPImage *)image
 | 
			
		||||
                                 timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                                                   error:(NSError **)error {
 | 
			
		||||
  std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap =
 | 
			
		||||
      [_visionTaskRunner processVideoFrame:image
 | 
			
		||||
                   timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                     error:error];
 | 
			
		||||
  if (!inputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap =
 | 
			
		||||
      [_visionTaskRunner processVideoFramePacketMap:inputPacketMap.value() error:error];
 | 
			
		||||
 | 
			
		||||
  return [self handLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
  return [MPPHandLandmarker handLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (BOOL)detectAsyncInImage:(MPPImage *)image
 | 
			
		||||
    timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                      error:(NSError **)error {
 | 
			
		||||
  std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
 | 
			
		||||
  return [_visionTaskRunner processLiveStreamImage:image
 | 
			
		||||
                           timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                             error:error];
 | 
			
		||||
  if (!inputPacketMap.has_value()) {
 | 
			
		||||
    return NO;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  return [_visionTaskRunner processLiveStreamPacketMap:inputPacketMap.value() error:error];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
+ (NSArray<MPPConnection *> *)handPalmConnections {
 | 
			
		||||
| 
						 | 
				
			
			@ -285,4 +189,51 @@ static NSString *const kTaskName = @"handLandmarker";
 | 
			
		|||
  return MPPHandConnections;
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
#pragma mark - Private
 | 
			
		||||
 | 
			
		||||
- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
 | 
			
		||||
  if (![self.handLandmarkerLiveStreamDelegate
 | 
			
		||||
          respondsToSelector:@selector(handLandmarker:
 | 
			
		||||
                                 didFinishDetectionWithResult:timestampInMilliseconds:error:)]) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  NSError *callbackError = nil;
 | 
			
		||||
  if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
 | 
			
		||||
    dispatch_async(_callbackQueue, ^{
 | 
			
		||||
      [self.handLandmarkerLiveStreamDelegate handLandmarker:self
 | 
			
		||||
                               didFinishDetectionWithResult:nil
 | 
			
		||||
                                    timestampInMilliseconds:Timestamp::Unset().Value()
 | 
			
		||||
                                                      error:callbackError];
 | 
			
		||||
    });
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  PacketMap &outputPacketMap = liveStreamResult.value();
 | 
			
		||||
  if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  MPPHandLandmarkerResult *result = HandLandmarkerResultWithOutputPacketMap(outputPacketMap);
 | 
			
		||||
 | 
			
		||||
  NSInteger timestampInMilliseconds =
 | 
			
		||||
      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
 | 
			
		||||
      kMicroSecondsPerMilliSecond;
 | 
			
		||||
  dispatch_async(_callbackQueue, ^{
 | 
			
		||||
    [self.handLandmarkerLiveStreamDelegate handLandmarker:self
 | 
			
		||||
                             didFinishDetectionWithResult:result
 | 
			
		||||
                                  timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                                    error:callbackError];
 | 
			
		||||
  });
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
+ (nullable MPPHandLandmarkerResult *)handLandmarkerResultWithOptionalOutputPacketMap:
 | 
			
		||||
    (std::optional<PacketMap> &)outputPacketMap {
 | 
			
		||||
  if (!outputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  return HandLandmarkerResultWithOutputPacketMap(outputPacketMap.value());
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
@end
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
| 
						 | 
				
			
			@ -219,13 +219,13 @@ static const int kMicroSecondsPerMilliSecond = 1000;
 | 
			
		|||
 | 
			
		||||
  MPPImageClassifierResult *result = ImageClassifierResultWithOutputPacketMap(outputPacketMap);
 | 
			
		||||
 | 
			
		||||
  NSInteger timeStampInMilliseconds =
 | 
			
		||||
  NSInteger timestampInMilliseconds =
 | 
			
		||||
      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
 | 
			
		||||
      kMicroSecondsPerMilliSecond;
 | 
			
		||||
  dispatch_async(_callbackQueue, ^{
 | 
			
		||||
    [self.imageClassifierLiveStreamDelegate imageClassifier:self
 | 
			
		||||
                          didFinishClassificationWithResult:result
 | 
			
		||||
                                    timestampInMilliseconds:timeStampInMilliseconds
 | 
			
		||||
                                    timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                                      error:callbackError];
 | 
			
		||||
  });
 | 
			
		||||
}
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
| 
						 | 
				
			
			@ -55,7 +55,7 @@ objc_library(
 | 
			
		|||
        "//mediapipe/tasks/ios/core:MPPTaskInfo",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/core:MPPImage",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/core:MPPVisionPacketCreator",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunner",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunnerRefactored",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/object_detector/utils:MPPObjectDetectorOptionsHelpers",
 | 
			
		||||
        "//mediapipe/tasks/ios/vision/object_detector/utils:MPPObjectDetectorResultHelpers",
 | 
			
		||||
    ],
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
| 
						 | 
				
			
			@ -18,7 +18,7 @@
 | 
			
		|||
#import "mediapipe/tasks/ios/common/utils/sources/NSString+Helpers.h"
 | 
			
		||||
#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/core/sources/MPPVisionTaskRunnerRefactored.h"
 | 
			
		||||
#import "mediapipe/tasks/ios/vision/object_detector/utils/sources/MPPObjectDetectorOptions+Helpers.h"
 | 
			
		||||
#import "mediapipe/tasks/ios/vision/object_detector/utils/sources/MPPObjectDetectorResult+Helpers.h"
 | 
			
		||||
 | 
			
		||||
| 
						 | 
				
			
			@ -47,6 +47,10 @@ static NSString *const kTaskName = @"objectDetector";
 | 
			
		|||
    }                                                     \
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
#define ObjectDetectorResultWithOutputPacketMap(outputPacketMap) \
 | 
			
		||||
  ([MPPObjectDetectorResult                                      \
 | 
			
		||||
      objectDetectorResultWithDetectionsPacket:outputPacketMap[kDetectionsStreamName.cppString]])
 | 
			
		||||
 | 
			
		||||
@interface MPPObjectDetector () {
 | 
			
		||||
  /** iOS Vision Task Runner */
 | 
			
		||||
  MPPVisionTaskRunner *_visionTaskRunner;
 | 
			
		||||
| 
						 | 
				
			
			@ -57,42 +61,7 @@ static NSString *const kTaskName = @"objectDetector";
 | 
			
		|||
 | 
			
		||||
@implementation MPPObjectDetector
 | 
			
		||||
 | 
			
		||||
- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
 | 
			
		||||
  if (![self.objectDetectorLiveStreamDelegate
 | 
			
		||||
          respondsToSelector:@selector(objectDetector:
 | 
			
		||||
                                 didFinishDetectionWithResult:timestampInMilliseconds:error:)]) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  NSError *callbackError = nil;
 | 
			
		||||
  if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
 | 
			
		||||
    dispatch_async(_callbackQueue, ^{
 | 
			
		||||
      [self.objectDetectorLiveStreamDelegate objectDetector:self
 | 
			
		||||
                               didFinishDetectionWithResult:nil
 | 
			
		||||
                                    timestampInMilliseconds:Timestamp::Unset().Value()
 | 
			
		||||
                                                      error:callbackError];
 | 
			
		||||
    });
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  PacketMap &outputPacketMap = liveStreamResult.value();
 | 
			
		||||
  if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  MPPObjectDetectorResult *result = [MPPObjectDetectorResult
 | 
			
		||||
      objectDetectorResultWithDetectionsPacket:outputPacketMap[kDetectionsStreamName.cppString]];
 | 
			
		||||
 | 
			
		||||
  NSInteger timeStampInMilliseconds =
 | 
			
		||||
      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
 | 
			
		||||
      kMicroSecondsPerMilliSecond;
 | 
			
		||||
  dispatch_async(_callbackQueue, ^{
 | 
			
		||||
    [self.objectDetectorLiveStreamDelegate objectDetector:self
 | 
			
		||||
                             didFinishDetectionWithResult:result
 | 
			
		||||
                                  timestampInMilliseconds:timeStampInMilliseconds
 | 
			
		||||
                                                    error:callbackError];
 | 
			
		||||
  });
 | 
			
		||||
}
 | 
			
		||||
#pragma mark - Public
 | 
			
		||||
 | 
			
		||||
- (instancetype)initWithOptions:(MPPObjectDetectorOptions *)options error:(NSError **)error {
 | 
			
		||||
  self = [super init];
 | 
			
		||||
| 
						 | 
				
			
			@ -135,10 +104,12 @@ static NSString *const kTaskName = @"objectDetector";
 | 
			
		|||
      };
 | 
			
		||||
    }
 | 
			
		||||
 | 
			
		||||
    _visionTaskRunner =
 | 
			
		||||
        [[MPPVisionTaskRunner alloc] initWithCalculatorGraphConfig:[taskInfo generateGraphConfig]
 | 
			
		||||
    _visionTaskRunner = [[MPPVisionTaskRunner alloc] initWithTaskInfo:taskInfo
 | 
			
		||||
                                                          runningMode:options.runningMode
 | 
			
		||||
                                                           roiAllowed:NO
 | 
			
		||||
                                                      packetsCallback:std::move(packetsCallback)
 | 
			
		||||
                                                 imageInputStreamName:kImageInStreamName
 | 
			
		||||
                                              normRectInputStreamName:kNormRectStreamName
 | 
			
		||||
                                                                error:error];
 | 
			
		||||
 | 
			
		||||
    if (!_visionTaskRunner) {
 | 
			
		||||
| 
						 | 
				
			
			@ -157,101 +128,76 @@ static NSString *const kTaskName = @"objectDetector";
 | 
			
		|||
  return [self initWithOptions:options error:error];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (std::optional<PacketMap>)inputPacketMapWithMPPImage:(MPPImage *)image
 | 
			
		||||
                               timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                                                 error:(NSError **)error {
 | 
			
		||||
  std::optional<NormalizedRect> rect =
 | 
			
		||||
      [_visionTaskRunner normalizedRectWithImageOrientation:image.orientation
 | 
			
		||||
                                                  imageSize:CGSizeMake(image.width, image.height)
 | 
			
		||||
                                                      error:error];
 | 
			
		||||
  if (!rect.has_value()) {
 | 
			
		||||
    return std::nullopt;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet imagePacket = [MPPVisionPacketCreator createPacketWithMPPImage:image
 | 
			
		||||
                                                timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                                                  error:error];
 | 
			
		||||
  if (imagePacket.IsEmpty()) {
 | 
			
		||||
    return std::nullopt;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet normalizedRectPacket =
 | 
			
		||||
      [MPPVisionPacketCreator createPacketWithNormalizedRect:rect.value()
 | 
			
		||||
                                     timestampInMilliseconds:timestampInMilliseconds];
 | 
			
		||||
 | 
			
		||||
  PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
 | 
			
		||||
  return inputPacketMap;
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPObjectDetectorResult *)detectInImage:(MPPImage *)image
 | 
			
		||||
                                   regionOfInterest:(CGRect)roi
 | 
			
		||||
                                              error:(NSError **)error {
 | 
			
		||||
  std::optional<NormalizedRect> rect =
 | 
			
		||||
      [_visionTaskRunner normalizedRectWithImageOrientation:image.orientation
 | 
			
		||||
                                                  imageSize:CGSizeMake(image.width, image.height)
 | 
			
		||||
                                                      error:error];
 | 
			
		||||
  if (!rect.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet imagePacket = [MPPVisionPacketCreator createPacketWithMPPImage:image error:error];
 | 
			
		||||
  if (imagePacket.IsEmpty()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  Packet normalizedRectPacket =
 | 
			
		||||
      [MPPVisionPacketCreator createPacketWithNormalizedRect:rect.value()];
 | 
			
		||||
 | 
			
		||||
  PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
 | 
			
		||||
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImagePacketMap:inputPacketMap
 | 
			
		||||
                                                                                error:error];
 | 
			
		||||
  if (!outputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  return [MPPObjectDetectorResult
 | 
			
		||||
      objectDetectorResultWithDetectionsPacket:outputPacketMap
 | 
			
		||||
                                                   .value()[kDetectionsStreamName.cppString]];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPObjectDetectorResult *)detectInImage:(MPPImage *)image error:(NSError **)error {
 | 
			
		||||
  return [self detectInImage:image regionOfInterest:CGRectZero error:error];
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImage:image error:error];
 | 
			
		||||
 | 
			
		||||
  return [MPPObjectDetector objectDetectorResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (nullable MPPObjectDetectorResult *)detectInVideoFrame:(MPPImage *)image
 | 
			
		||||
                                 timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                                                   error:(NSError **)error {
 | 
			
		||||
  std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap =
 | 
			
		||||
      [_visionTaskRunner processVideoFrame:image
 | 
			
		||||
                   timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                     error:error];
 | 
			
		||||
  if (!inputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  std::optional<PacketMap> outputPacketMap =
 | 
			
		||||
      [_visionTaskRunner processVideoFramePacketMap:inputPacketMap.value() error:error];
 | 
			
		||||
 | 
			
		||||
  if (!outputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  return [MPPObjectDetectorResult
 | 
			
		||||
      objectDetectorResultWithDetectionsPacket:outputPacketMap
 | 
			
		||||
                                                   .value()[kDetectionsStreamName.cppString]];
 | 
			
		||||
  return [MPPObjectDetector objectDetectorResultWithOptionalOutputPacketMap:outputPacketMap];
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
- (BOOL)detectAsyncInImage:(MPPImage *)image
 | 
			
		||||
    timestampInMilliseconds:(NSInteger)timestampInMilliseconds
 | 
			
		||||
                      error:(NSError **)error {
 | 
			
		||||
  std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
 | 
			
		||||
  return [_visionTaskRunner processLiveStreamImage:image
 | 
			
		||||
                           timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                             error:error];
 | 
			
		||||
  if (!inputPacketMap.has_value()) {
 | 
			
		||||
    return NO;
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
  return [_visionTaskRunner processLiveStreamPacketMap:inputPacketMap.value() error:error];
 | 
			
		||||
#pragma mark - Private
 | 
			
		||||
 | 
			
		||||
- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
 | 
			
		||||
  if (![self.objectDetectorLiveStreamDelegate
 | 
			
		||||
          respondsToSelector:@selector(objectDetector:
 | 
			
		||||
                                 didFinishDetectionWithResult:timestampInMilliseconds:error:)]) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  NSError *callbackError = nil;
 | 
			
		||||
  if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
 | 
			
		||||
    dispatch_async(_callbackQueue, ^{
 | 
			
		||||
      [self.objectDetectorLiveStreamDelegate objectDetector:self
 | 
			
		||||
                               didFinishDetectionWithResult:nil
 | 
			
		||||
                                    timestampInMilliseconds:Timestamp::Unset().Value()
 | 
			
		||||
                                                      error:callbackError];
 | 
			
		||||
    });
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  PacketMap &outputPacketMap = liveStreamResult.value();
 | 
			
		||||
  if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
 | 
			
		||||
    return;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  MPPObjectDetectorResult *result = ObjectDetectorResultWithOutputPacketMap(outputPacketMap);
 | 
			
		||||
 | 
			
		||||
  NSInteger timestampInMilliseconds =
 | 
			
		||||
      outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
 | 
			
		||||
      kMicroSecondsPerMilliSecond;
 | 
			
		||||
  dispatch_async(_callbackQueue, ^{
 | 
			
		||||
    [self.objectDetectorLiveStreamDelegate objectDetector:self
 | 
			
		||||
                             didFinishDetectionWithResult:result
 | 
			
		||||
                                  timestampInMilliseconds:timestampInMilliseconds
 | 
			
		||||
                                                    error:callbackError];
 | 
			
		||||
  });
 | 
			
		||||
}
 | 
			
		||||
 | 
			
		||||
+ (nullable MPPObjectDetectorResult *)objectDetectorResultWithOptionalOutputPacketMap:
 | 
			
		||||
    (std::optional<PacketMap> &)outputPacketMap {
 | 
			
		||||
  if (!outputPacketMap.has_value()) {
 | 
			
		||||
    return nil;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  return ObjectDetectorResultWithOutputPacketMap(outputPacketMap.value());
 | 
			
		||||
}
 | 
			
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@end
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		Reference in New Issue
	
	Block a user