Added iOS MPPPoseLandmarker.mm
This commit is contained in:
Prianka Liz Kariat
parent
2abaabce0e
commit
1d0f3734b4
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@ -47,13 +47,27 @@ objc_library(
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objc_library(
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objc_library(
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name = "MPPPoseLandmarker",
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name = "MPPPoseLandmarker",
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srcs = ["sources/MPPPoseLandmarker.mm"],
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hdrs = ["sources/MPPPoseLandmarker.h"],
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hdrs = ["sources/MPPPoseLandmarker.h"],
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copts = [
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"-ObjC++",
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"-std=c++17",
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"-x objective-c++",
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],
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module_name = "MPPPoseLandmarker",
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module_name = "MPPPoseLandmarker",
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deps = [
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deps = [
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":MPPPoseLandmarkerOptions",
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":MPPPoseLandmarkerOptions",
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":MPPPoseLandmarkerResult",
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":MPPPoseLandmarkerResult",
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":MPPPoseLandmarksConnections",
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":MPPPoseLandmarksConnections",
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"//mediapipe/tasks/cc/vision/pose_landmarker:pose_landmarker_graph",
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"//mediapipe/tasks/ios/common/utils:MPPCommonUtils",
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"//mediapipe/tasks/ios/common/utils:NSStringHelpers",
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"//mediapipe/tasks/ios/components/containers:MPPConnection",
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"//mediapipe/tasks/ios/components/containers:MPPConnection",
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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: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/pose_landmarker/utils:MPPPoseLandmarkerOptionsHelpers",
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"//mediapipe/tasks/ios/vision/pose_landmarker/utils:MPPPoseLandmarkerResultHelpers",
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],
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],
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)
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)
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@ -0,0 +1,222 @@
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// Copyright 2023 The MediaPipe Authors.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#import "mediapipe/tasks/ios/vision/pose_landmarker/sources/MPPPoseLandmarker.h"
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#import "mediapipe/tasks/ios/common/utils/sources/MPPCommonUtils.h"
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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/pose_landmarker/sources/MPPPoseLandmarksConnections.h"
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#import "mediapipe/tasks/ios/vision/pose_landmarker/utils/sources/MPPPoseLandmarkerOptions+Helpers.h"
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#import "mediapipe/tasks/ios/vision/pose_landmarker/utils/sources/MPPPoseLandmarkerResult+Helpers.h"
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namespace {
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using ::mediapipe::NormalizedRect;
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using ::mediapipe::Packet;
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using ::mediapipe::Timestamp;
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using ::mediapipe::tasks::core::PacketMap;
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using ::mediapipe::tasks::core::PacketsCallback;
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} // namespace
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static NSString *const kImageTag = @"IMAGE";
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static NSString *const kImageInStreamName = @"image_in";
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static NSString *const kNormRectTag = @"NORM_RECT";
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static NSString *const kNormRectInStreamName = @"norm_rect_in";
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static NSString *const kImageOutStreamName = @"image_out";
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static NSString *const kPoseLandmarksTag = @"NORM_LANDMARKS";
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static NSString *const kPoseLandmarksOutStreamName = @"pose_landmarks";
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static NSString *const kWorldLandmarksTag = @"WORLD_LANDMARKS";
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static NSString *const kWorldLandmarksOutStreamName = @"world_landmarks";
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static NSString *const kSegmentationMasksTag = @"SEGMENTATION_MASK";
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static NSString *const kSegmentationMasksOutStreamName = @"segmentation_masks";
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static NSString *const kTaskGraphName =
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@"mediapipe.tasks.vision.pose_landmarker.PoseLandmarkerGraph";
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static NSString *const kTaskName = @"poseLandmarker";
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#define InputPacketMap(imagePacket, normalizedRectPacket) \
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{ \
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{kImageInStreamName.cppString, imagePacket}, { \
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kNormRectInStreamName.cppString, normalizedRectPacket \
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} \
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}
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#define PoseLandmarkerResultWithOutputPacketMap(outputPacketMap) \
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([MPPPoseLandmarkerResult \
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poseLandmarkerResultWithLandmarksPacket:outputPacketMap[kPoseLandmarksOutStreamName \
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.cppString] \
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worldLandmarksPacket:outputPacketMap[kWorldLandmarksOutStreamName \
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.cppString] \
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segmentationMasksPacket:&(outputPacketMap[kSegmentationMasksOutStreamName \
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.cppString])])
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@interface MPPPoseLandmarker () {
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/** iOS Vision Task Runner */
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MPPVisionTaskRunner *_visionTaskRunner;
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dispatch_queue_t _callbackQueue;
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}
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@property(nonatomic, weak) id<MPPPoseLandmarkerLiveStreamDelegate> poseLandmarkerLiveStreamDelegate;
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@end
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@implementation MPPPoseLandmarker
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#pragma mark - Public
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- (instancetype)initWithOptions:(MPPPoseLandmarkerOptions *)options error:(NSError **)error {
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self = [super init];
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if (self) {
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MPPTaskInfo *taskInfo = [[MPPTaskInfo alloc]
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initWithTaskGraphName:kTaskGraphName
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inputStreams:@[
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[NSString stringWithFormat:@"%@:%@", kImageTag, kImageInStreamName],
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[NSString stringWithFormat:@"%@:%@", kNormRectTag, kNormRectInStreamName]
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]
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outputStreams:@[
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[NSString
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stringWithFormat:@"%@:%@", kPoseLandmarksTag, kPoseLandmarksOutStreamName],
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[NSString
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stringWithFormat:@"%@:%@", kWorldLandmarksTag, kWorldLandmarksOutStreamName],
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[NSString stringWithFormat:@"%@:%@", kSegmentationMasksTag,
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kSegmentationMasksOutStreamName],
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[NSString stringWithFormat:@"%@:%@", kImageTag, kImageOutStreamName]
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]
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taskOptions:options
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enableFlowLimiting:options.runningMode == MPPRunningModeLiveStream
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error:error];
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if (!taskInfo) {
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return nil;
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}
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PacketsCallback packetsCallback = nullptr;
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if (options.poseLandmarkerLiveStreamDelegate) {
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_poseLandmarkerLiveStreamDelegate = options.poseLandmarkerLiveStreamDelegate;
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// Create a private serial dispatch queue in which the deleagte method will be called
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// asynchronously. This is to ensure that if the client performs a long running operation in
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// the delegate method, the queue on which the C++ callbacks is invoked is not blocked and is
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// freed up to continue with its operations.
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_callbackQueue = dispatch_queue_create(
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[MPPVisionTaskRunner uniqueDispatchQueueNameWithSuffix:kTaskName], NULL);
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// Capturing `self` as weak in order to avoid `self` being kept in memory
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// and cause a retain cycle, after self is set to `nil`.
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MPPPoseLandmarker *__weak weakSelf = self;
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packetsCallback = [=](absl::StatusOr<PacketMap> liveStreamResult) {
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[weakSelf processLiveStreamResult:liveStreamResult];
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};
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}
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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:kNormRectInStreamName
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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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}
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return self;
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}
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- (instancetype)initWithModelPath:(NSString *)modelPath error:(NSError **)error {
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MPPPoseLandmarkerOptions *options = [[MPPPoseLandmarkerOptions alloc] init];
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options.baseOptions.modelAssetPath = modelPath;
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return [self initWithOptions:options error:error];
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}
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- (nullable MPPPoseLandmarkerResult *)detectImage:(MPPImage *)image error:(NSError **)error {
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std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImage:image error:error];
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return [MPPPoseLandmarker poseLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
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}
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- (nullable MPPPoseLandmarkerResult *)detectVideoFrame:(MPPImage *)image
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timestampInMilliseconds:(NSInteger)timestampInMilliseconds
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error:(NSError **)error {
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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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return [MPPPoseLandmarker poseLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
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}
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- (BOOL)detectAsyncImage:(MPPImage *)image
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timestampInMilliseconds:(NSInteger)timestampInMilliseconds
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error:(NSError **)error {
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return [_visionTaskRunner processLiveStreamImage:image
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timestampInMilliseconds:timestampInMilliseconds
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error:error];
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}
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+ (NSArray<MPPConnection *> *)poseLandmarks {
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return MPPPoseLandmarksConnections;
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}
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#pragma mark - Private
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- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
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if (![self.poseLandmarkerLiveStreamDelegate
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respondsToSelector:@selector(poseLandmarker:
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didFinishDetectionWithResult:timestampInMilliseconds:error:)]) {
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return;
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}
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NSError *callbackError = nil;
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if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
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dispatch_async(_callbackQueue, ^{
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[self.poseLandmarkerLiveStreamDelegate poseLandmarker: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.value();
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if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
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return;
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}
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MPPPoseLandmarkerResult *result = PoseLandmarkerResultWithOutputPacketMap(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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[self.poseLandmarkerLiveStreamDelegate poseLandmarker: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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+ (nullable MPPPoseLandmarkerResult *)poseLandmarkerResultWithOptionalOutputPacketMap:
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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 PoseLandmarkerResultWithOutputPacketMap(outputPacketMap.value());
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}
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@end
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