Updated iOS face landmarker to use refactored vision task runner
This commit is contained in:
parent
de0c7f2a30
commit
fe9c7a47e9
|
@ -70,7 +70,7 @@ objc_library(
|
||||||
"//mediapipe/tasks/ios/core:MPPTaskInfo",
|
"//mediapipe/tasks/ios/core:MPPTaskInfo",
|
||||||
"//mediapipe/tasks/ios/vision/core:MPPImage",
|
"//mediapipe/tasks/ios/vision/core:MPPImage",
|
||||||
"//mediapipe/tasks/ios/vision/core:MPPVisionPacketCreator",
|
"//mediapipe/tasks/ios/vision/core:MPPVisionPacketCreator",
|
||||||
"//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunner",
|
"//mediapipe/tasks/ios/vision/core:MPPVisionTaskRunnerRefactored",
|
||||||
"//mediapipe/tasks/ios/vision/face_landmarker/utils:MPPFaceLandmarkerOptionsHelpers",
|
"//mediapipe/tasks/ios/vision/face_landmarker/utils:MPPFaceLandmarkerOptionsHelpers",
|
||||||
"//mediapipe/tasks/ios/vision/face_landmarker/utils:MPPFaceLandmarkerResultHelpers",
|
"//mediapipe/tasks/ios/vision/face_landmarker/utils:MPPFaceLandmarkerResultHelpers",
|
||||||
],
|
],
|
||||||
|
|
|
@ -19,7 +19,7 @@
|
||||||
#import "mediapipe/tasks/ios/common/utils/sources/NSString+Helpers.h"
|
#import "mediapipe/tasks/ios/common/utils/sources/NSString+Helpers.h"
|
||||||
#import "mediapipe/tasks/ios/core/sources/MPPTaskInfo.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/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/face_landmarker/sources/MPPFaceLandmarksConnections.h"
|
#import "mediapipe/tasks/ios/vision/face_landmarker/sources/MPPFaceLandmarksConnections.h"
|
||||||
#import "mediapipe/tasks/ios/vision/face_landmarker/utils/sources/MPPFaceLandmarkerOptions+Helpers.h"
|
#import "mediapipe/tasks/ios/vision/face_landmarker/utils/sources/MPPFaceLandmarkerOptions+Helpers.h"
|
||||||
#import "mediapipe/tasks/ios/vision/face_landmarker/utils/sources/MPPFaceLandmarkerResult+Helpers.h"
|
#import "mediapipe/tasks/ios/vision/face_landmarker/utils/sources/MPPFaceLandmarkerResult+Helpers.h"
|
||||||
|
@ -56,6 +56,16 @@ static NSString *const kTaskName = @"faceLandmarker";
|
||||||
} \
|
} \
|
||||||
}
|
}
|
||||||
|
|
||||||
|
#define FaceLandmarkerResultWithOutputPacketMap(outputPacketMap) \
|
||||||
|
{ \
|
||||||
|
[MPPFaceLandmarkerResult \
|
||||||
|
faceLandmarkerResultWithLandmarksPacket:outputPacketMap[kLandmarksOutStreamName.cppString] \
|
||||||
|
blendshapesPacket:outputPacketMap[kBlendshapesOutStreamName \
|
||||||
|
.cppString] \
|
||||||
|
transformationMatrixesPacket:outputPacketMap[kFaceGeometryOutStreamName \
|
||||||
|
.cppString]] \
|
||||||
|
}
|
||||||
|
|
||||||
@interface MPPFaceLandmarker () {
|
@interface MPPFaceLandmarker () {
|
||||||
/** iOS Vision Task Runner */
|
/** iOS Vision Task Runner */
|
||||||
MPPVisionTaskRunner *_visionTaskRunner;
|
MPPVisionTaskRunner *_visionTaskRunner;
|
||||||
|
@ -71,6 +81,8 @@ static NSString *const kTaskName = @"faceLandmarker";
|
||||||
|
|
||||||
@implementation MPPFaceLandmarker
|
@implementation MPPFaceLandmarker
|
||||||
|
|
||||||
|
#pragma mark - Public
|
||||||
|
|
||||||
- (instancetype)initWithOptions:(MPPFaceLandmarkerOptions *)options error:(NSError **)error {
|
- (instancetype)initWithOptions:(MPPFaceLandmarkerOptions *)options error:(NSError **)error {
|
||||||
self = [super init];
|
self = [super init];
|
||||||
if (self) {
|
if (self) {
|
||||||
|
@ -124,12 +136,13 @@ static NSString *const kTaskName = @"faceLandmarker";
|
||||||
};
|
};
|
||||||
}
|
}
|
||||||
|
|
||||||
_visionTaskRunner =
|
_visionTaskRunner = [[MPPVisionTaskRunner alloc] initWithTaskInfo:taskInfo
|
||||||
[[MPPVisionTaskRunner alloc] initWithCalculatorGraphConfig:[taskInfo generateGraphConfig]
|
|
||||||
runningMode:options.runningMode
|
runningMode:options.runningMode
|
||||||
|
roiAllowed:NO
|
||||||
packetsCallback:std::move(packetsCallback)
|
packetsCallback:std::move(packetsCallback)
|
||||||
|
imageInputStreamName:kImageInStreamName
|
||||||
|
normRectInputStreamName:kNormRectStreamName
|
||||||
error:error];
|
error:error];
|
||||||
|
|
||||||
if (!_visionTaskRunner) {
|
if (!_visionTaskRunner) {
|
||||||
return nil;
|
return nil;
|
||||||
}
|
}
|
||||||
|
@ -144,138 +157,29 @@ static NSString *const kTaskName = @"faceLandmarker";
|
||||||
return [self initWithOptions:options error:error];
|
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
|
|
||||||
timestampInMilliseconds:timestampInMilliseconds];
|
|
||||||
|
|
||||||
PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
|
|
||||||
return inputPacketMap;
|
|
||||||
}
|
|
||||||
|
|
||||||
- (nullable MPPFaceLandmarkerResult *)detectInImage:(MPPImage *)image error:(NSError **)error {
|
- (nullable MPPFaceLandmarkerResult *)detectInImage:(MPPImage *)image error:(NSError **)error {
|
||||||
std::optional<NormalizedRect> rect =
|
std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImage:image error:error];
|
||||||
[_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];
|
return [MPPFaceLandmarker faceLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
|
||||||
if (imagePacket.IsEmpty()) {
|
|
||||||
return nil;
|
|
||||||
}
|
|
||||||
|
|
||||||
Packet normalizedRectPacket = [MPPVisionPacketCreator createPacketWithNormalizedRect:*rect];
|
|
||||||
|
|
||||||
PacketMap inputPacketMap = InputPacketMap(imagePacket, normalizedRectPacket);
|
|
||||||
|
|
||||||
std::optional<PacketMap> outputPacketMap = [_visionTaskRunner processImagePacketMap:inputPacketMap
|
|
||||||
error:error];
|
|
||||||
if (!outputPacketMap.has_value()) {
|
|
||||||
return nil;
|
|
||||||
}
|
|
||||||
|
|
||||||
return [MPPFaceLandmarkerResult
|
|
||||||
faceLandmarkerResultWithLandmarksPacket:outputPacketMap
|
|
||||||
.value()[kLandmarksOutStreamName.cppString]
|
|
||||||
blendshapesPacket:outputPacketMap
|
|
||||||
.value()[kBlendshapesOutStreamName.cppString]
|
|
||||||
transformationMatrixesPacket:outputPacketMap
|
|
||||||
.value()[kFaceGeometryOutStreamName.cppString]];
|
|
||||||
}
|
}
|
||||||
|
|
||||||
- (nullable MPPFaceLandmarkerResult *)detectInVideoFrame:(MPPImage *)image
|
- (nullable MPPFaceLandmarkerResult *)detectInVideoFrame:(MPPImage *)image
|
||||||
timestampInMilliseconds:(NSInteger)timestampInMilliseconds
|
timestampInMilliseconds:(NSInteger)timestampInMilliseconds
|
||||||
error:(NSError **)error {
|
error:(NSError **)error {
|
||||||
std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
|
std::optional<PacketMap> outputPacketMap =
|
||||||
|
[_visionTaskRunner processVideoFrame:image
|
||||||
timestampInMilliseconds:timestampInMilliseconds
|
timestampInMilliseconds:timestampInMilliseconds
|
||||||
error:error];
|
error:error];
|
||||||
if (!inputPacketMap.has_value()) {
|
|
||||||
return nil;
|
|
||||||
}
|
|
||||||
|
|
||||||
std::optional<PacketMap> outputPacketMap =
|
return [MPPFaceLandmarker faceLandmarkerResultWithOptionalOutputPacketMap:outputPacketMap];
|
||||||
[_visionTaskRunner processVideoFramePacketMap:*inputPacketMap error:error];
|
|
||||||
if (!outputPacketMap.has_value()) {
|
|
||||||
return nil;
|
|
||||||
}
|
|
||||||
|
|
||||||
return [MPPFaceLandmarkerResult
|
|
||||||
faceLandmarkerResultWithLandmarksPacket:outputPacketMap
|
|
||||||
.value()[kLandmarksOutStreamName.cppString]
|
|
||||||
blendshapesPacket:outputPacketMap
|
|
||||||
.value()[kBlendshapesOutStreamName.cppString]
|
|
||||||
transformationMatrixesPacket:outputPacketMap
|
|
||||||
.value()[kFaceGeometryOutStreamName.cppString]];
|
|
||||||
}
|
}
|
||||||
|
|
||||||
- (BOOL)detectAsyncInImage:(MPPImage *)image
|
- (BOOL)detectAsyncInImage:(MPPImage *)image
|
||||||
timestampInMilliseconds:(NSInteger)timestampInMilliseconds
|
timestampInMilliseconds:(NSInteger)timestampInMilliseconds
|
||||||
error:(NSError **)error {
|
error:(NSError **)error {
|
||||||
std::optional<PacketMap> inputPacketMap = [self inputPacketMapWithMPPImage:image
|
return [_visionTaskRunner processLiveStreamImage:image
|
||||||
timestampInMilliseconds:timestampInMilliseconds
|
timestampInMilliseconds:timestampInMilliseconds
|
||||||
error:error];
|
error:error];
|
||||||
if (!inputPacketMap.has_value()) {
|
|
||||||
return NO;
|
|
||||||
}
|
|
||||||
|
|
||||||
return [_visionTaskRunner processLiveStreamPacketMap:*inputPacketMap error:error];
|
|
||||||
}
|
|
||||||
|
|
||||||
- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
|
|
||||||
NSError *callbackError;
|
|
||||||
if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
|
|
||||||
dispatch_async(_callbackQueue, ^{
|
|
||||||
[_faceLandmarkerLiveStreamDelegate faceLandmarker:self
|
|
||||||
didFinishDetectionWithResult:nil
|
|
||||||
timestampInMilliseconds:Timestamp::Unset().Value()
|
|
||||||
error:callbackError];
|
|
||||||
});
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
PacketMap &outputPacketMap = *liveStreamResult;
|
|
||||||
if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
|
|
||||||
// The graph did not return a result. We therefore do not raise the user callback. This mirrors
|
|
||||||
// returning `nil` in the other methods and is acceptable for the live stream delegate since
|
|
||||||
// it is expected that we drop frames and don't return results for every input.
|
|
||||||
return;
|
|
||||||
}
|
|
||||||
|
|
||||||
MPPFaceLandmarkerResult *result = [MPPFaceLandmarkerResult
|
|
||||||
faceLandmarkerResultWithLandmarksPacket:outputPacketMap[kLandmarksOutStreamName.cppString]
|
|
||||||
blendshapesPacket:outputPacketMap[kBlendshapesOutStreamName.cppString]
|
|
||||||
transformationMatrixesPacket:outputPacketMap[kFaceGeometryOutStreamName
|
|
||||||
.cppString]];
|
|
||||||
|
|
||||||
NSInteger timeStampInMilliseconds =
|
|
||||||
outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
|
|
||||||
kMicrosecondsPerMillisecond;
|
|
||||||
dispatch_async(_callbackQueue, ^{
|
|
||||||
[_faceLandmarkerLiveStreamDelegate faceLandmarker:self
|
|
||||||
didFinishDetectionWithResult:result
|
|
||||||
timestampInMilliseconds:timeStampInMilliseconds
|
|
||||||
error:callbackError];
|
|
||||||
});
|
|
||||||
}
|
}
|
||||||
|
|
||||||
+ (NSArray<MPPConnection *> *)lipsConnections {
|
+ (NSArray<MPPConnection *> *)lipsConnections {
|
||||||
|
@ -322,4 +226,48 @@ static NSString *const kTaskName = @"faceLandmarker";
|
||||||
return MPPFaceConnections;
|
return MPPFaceConnections;
|
||||||
}
|
}
|
||||||
|
|
||||||
|
#pragma mark - Private
|
||||||
|
|
||||||
|
+ (nullable MPPFaceLandmarkerResult *)faceLandmarkerResultWithOptionalOutputPacketMap:
|
||||||
|
(std::optional<PacketMap>)outputPacketMap {
|
||||||
|
if (!outputPacketMap.has_value()) {
|
||||||
|
return nil;
|
||||||
|
}
|
||||||
|
|
||||||
|
return FaceLandmarkerResultWithOutputPacketMap(outputPacketMap.value());
|
||||||
|
}
|
||||||
|
|
||||||
|
- (void)processLiveStreamResult:(absl::StatusOr<PacketMap>)liveStreamResult {
|
||||||
|
NSError *callbackError;
|
||||||
|
if (![MPPCommonUtils checkCppError:liveStreamResult.status() toError:&callbackError]) {
|
||||||
|
dispatch_async(_callbackQueue, ^{
|
||||||
|
[_faceLandmarkerLiveStreamDelegate faceLandmarker:self
|
||||||
|
didFinishDetectionWithResult:nil
|
||||||
|
timestampInMilliseconds:Timestamp::Unset().Value()
|
||||||
|
error:callbackError];
|
||||||
|
});
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
PacketMap &outputPacketMap = *liveStreamResult;
|
||||||
|
if (outputPacketMap[kImageOutStreamName.cppString].IsEmpty()) {
|
||||||
|
// The graph did not return a result. We therefore do not raise the user callback. This mirrors
|
||||||
|
// returning `nil` in the other methods and is acceptable for the live stream delegate since
|
||||||
|
// it is expected that we drop frames and don't return results for every input.
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
MPPFaceLandmarkerResult *result = FaceLandmarkerResultWithOutputPacketMap(outputPacketMap);
|
||||||
|
|
||||||
|
NSInteger timeStampInMilliseconds =
|
||||||
|
outputPacketMap[kImageOutStreamName.cppString].Timestamp().Value() /
|
||||||
|
kMicrosecondsPerMillisecond;
|
||||||
|
dispatch_async(_callbackQueue, ^{
|
||||||
|
[_faceLandmarkerLiveStreamDelegate faceLandmarker:self
|
||||||
|
didFinishDetectionWithResult:result
|
||||||
|
timestampInMilliseconds:timeStampInMilliseconds
|
||||||
|
error:callbackError];
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
@end
|
@end
|
||||||
|
|
Loading…
Reference in New Issue
Block a user