From 0c33601510482f255cbbd5abfd7f9f4d46a31e15 Mon Sep 17 00:00:00 2001 From: Prianka Liz Kariat Date: Wed, 31 May 2023 20:44:25 +0530 Subject: [PATCH] Added MPPHandLandmarker --- .../tasks/ios/vision/hand_landmarker/BUILD | 18 ++ .../sources/MPPHandLandmarker.h | 181 ++++++++++++++++++ 2 files changed, 199 insertions(+) create mode 100644 mediapipe/tasks/ios/vision/hand_landmarker/sources/MPPHandLandmarker.h diff --git a/mediapipe/tasks/ios/vision/hand_landmarker/BUILD b/mediapipe/tasks/ios/vision/hand_landmarker/BUILD index 2665142af..482fae1d8 100644 --- a/mediapipe/tasks/ios/vision/hand_landmarker/BUILD +++ b/mediapipe/tasks/ios/vision/hand_landmarker/BUILD @@ -37,3 +37,21 @@ objc_library( "//mediapipe/tasks/ios/vision/core:MPPRunningMode", ], ) + +objc_library( + name = "MPPHandLandmarker", + hdrs = ["sources/MPPHandLandmarker.h"], + copts = [ + "-ObjC++", + "-std=c++17", + "-x objective-c++", + ], + module_name = "MPPHandLandmarker", + deps = [ + ":MPPHandLandmarkerOptions", + ":MPPHandLandmarkerResult", + "//mediapipe/tasks/ios/components/containers:MPPConnection", + "//mediapipe/tasks/ios/vision/core:MPPImage", + ], +) + diff --git a/mediapipe/tasks/ios/vision/hand_landmarker/sources/MPPHandLandmarker.h b/mediapipe/tasks/ios/vision/hand_landmarker/sources/MPPHandLandmarker.h new file mode 100644 index 000000000..4135b647f --- /dev/null +++ b/mediapipe/tasks/ios/vision/hand_landmarker/sources/MPPHandLandmarker.h @@ -0,0 +1,181 @@ +// Copyright 2023 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +#import + +#import "mediapipe/tasks/ios/components/containers/sources/MPPConnection.h" +#import "mediapipe/tasks/ios/vision/core/sources/MPPImage.h" +#import "mediapipe/tasks/ios/vision/hand_landmarker/sources/MPPHandLandmarkerOptions.h" +#import "mediapipe/tasks/ios/vision/hand_landmarker/sources/MPPHandLandmarkerResult.h" + +NS_ASSUME_NONNULL_BEGIN + +/** + * @brief Performs hand landmarks detection on images. + * + * This API expects a pre-trained hand landmarks model asset bundle. + */ +NS_SWIFT_NAME(HandLandmarker) +@interface MPPHandLandmarker : NSObject + +/** The connections between the landmarks in the palm. */ +@property(nonatomic, readonly) NSArray *handPalmConnections; + +/** The connections between the landmarks in the index finger. */ +@property(nonatomic, readonly) NSArray *handIndexFingerConnections; + +/** The connections between the landmarks in the middle finger. */ +@property(nonatomic, readonly) NSArray *handMiddleFingerConnections; + +/** The connections between the landmarks in the ring finger. */ +@property(nonatomic, readonly) NSArray *handRingFingerConnections; + +/** The connections between the landmarks in the pinky. */ +@property(nonatomic, readonly) NSArray *handPinkyConnections; + +/** The connections between all the landmarks in the hand. */ +@property(nonatomic, readonly) NSArray *handConnections; + +/** + * Creates a new instance of `MPPHandLandmarker` from an absolute path to a model asset bundle + * stored locally on the device and the default `MPPHandLandmarkerOptions`. + * + * @param modelPath An absolute path to a model asset bundle stored locally on the device. + * @param error An optional error parameter populated when there is an error in initializing the + * hand landmarker. + * + * @return A new instance of `MPPHandLandmarker` with the given model path. `nil` if there is an + * error in initializing the hand landmarker. + */ +- (nullable instancetype)initWithModelPath:(NSString *)modelPath error:(NSError **)error; + +/** + * Creates a new instance of `MPPHandLandmarker` from the given `MPPHandLandmarkerOptions`. + * + * @param options The options of type `MPPHandLandmarkerOptions` to use for configuring the + * `MPPHandLandmarker`. + * @param error An optional error parameter populated when there is an error in initializing the + * hand landmarker. + * + * @return A new instance of `MPPHandLandmarker` with the given options. `nil` if there is an + * error in initializing the hand landmarker. + */ +- (nullable instancetype)initWithOptions:(MPPHandLandmarkerOptions *)options + error:(NSError **)error NS_DESIGNATED_INITIALIZER; + +/** + * Performs hand landmarks detection on the provided `MPPImage` using the whole image as region of + * interest. Rotation will be applied according to the `orientation` property of the provided + * `MPPImage`. Only use this method when the `MPPHandLandmarker` is created with + * `MPPRunningModeImage`. + * + * This method supports performing hand landmarks detection on RGBA images. If your `MPPImage` has a + * source type of `MPPImageSourceTypePixelBuffer` or `MPPImageSourceTypeSampleBuffer`, the + * underlying pixel buffer must have one of the following pixel format types: + * 1. kCVPixelFormatType_32BGRA + * 2. kCVPixelFormatType_32RGBA + * + * If your `MPPImage` has a source type of `MPPImageSourceTypeImage` ensure that the color space is + * RGB with an Alpha channel. + * + * @param image The `MPPImage` on which hand landmarks detection is to be performed. + * @param error An optional error parameter populated when there is an error in performing hand + * landmarks detection on the input image. + * + * @return An `MPPHandLandmarkerResult` object that contains the hand hand landmarks detection + * results. + */ +- (nullable MPPHandLandmarkerResult *)detectInImage:(MPPImage *)image + error:(NSError **)error NS_SWIFT_NAME(detect(image:)); + +/** + * Performs hand landmarks detection on the provided video frame of type `MPPImage` using the whole + * image as region of interest. Rotation will be applied according to the `orientation` property of + * the provided `MPPImage`. Only use this method when the `MPPHandLandmarker` is created with + * `MPPRunningModeVideo`. + * + * It's required to provide the video frame's timestamp (in milliseconds). The input timestamps must + * be monotonically increasing. + * + * This method supports performing hand landmarks detection on RGBA images. If your `MPPImage` has a + * source type of `MPPImageSourceTypePixelBuffer` or `MPPImageSourceTypeSampleBuffer`, the + * underlying pixel buffer must have one of the following pixel format types: + * 1. kCVPixelFormatType_32BGRA + * 2. kCVPixelFormatType_32RGBA + * + * If your `MPPImage` has a source type of `MPPImageSourceTypeImage` ensure that the color space is + * RGB with an Alpha channel. + * + * @param image The `MPPImage` on which hand landmarks detection is to be performed. + * @param timestampInMilliseconds The video frame's timestamp (in milliseconds). The input + * timestamps must be monotonically increasing. + * @param error An optional error parameter populated when there is an error in performing hand + * landmarks detection on the input video frame. + * + * @return An `MPPHandLandmarkerResult` object that contains the hand hand landmarks detection + * results. + */ +- (nullable MPPHandLandmarkerResult *)detectInVideoFrame:(MPPImage *)image + timestampInMilliseconds:(NSInteger)timestampInMilliseconds + error:(NSError **)error + NS_SWIFT_NAME(detect(videoFrame:timestampInMilliseconds:)); + +/** + * Sends live stream image data of type `MPPImage` to perform hand landmarks detection using the + * whole image as region of interest. Rotation will be applied according to the `orientation` + * property of the provided `MPPImage`. Only use this method when the `MPPHandLandmarker` is created + * with `MPPRunningModeLiveStream`. + * + * The object which needs to be continuously notified of the available results of hand landmarks + * detection must confirm to `MPPHandLandmarkerLiveStreamDelegate` protocol and implement the + * `handLandmarker:didFinishDetectionWithResult:timestampInMilliseconds:error:` + * delegate method. + * + * It's required to provide a timestamp (in milliseconds) to indicate when the input image is sent + * to the hand landmarker. The input timestamps must be monotonically increasing. + * + * This method supports performing hand landmarks detection on RGBA images. If your `MPPImage` has a + * source type of `MPPImageSourceTypePixelBuffer` or `MPPImageSourceTypeSampleBuffer`, the + * underlying pixel buffer must have one of the following pixel format types: + * 1. kCVPixelFormatType_32BGRA + * 2. kCVPixelFormatType_32RGBA + * + * If the input `MPPImage` has a source type of `MPPImageSourceTypeImage` ensure that the color + * space is RGB with an Alpha channel. + * + * If this method is used for performing hand landmarks detection on live camera frames using + * `AVFoundation`, ensure that you request `AVCaptureVideoDataOutput` to output frames in + * `kCMPixelFormat_32RGBA` using its `videoSettings` property. + * + * @param image A live stream image data of type `MPPImage` on which hand landmarks detection is to + * be performed. + * @param timestampInMilliseconds The timestamp (in milliseconds) which indicates when the input + * image is sent to the hand landmarker. The input timestamps must be monotonically increasing. + * @param error An optional error parameter populated when there is an error in performing hand + * landmarks detection on the input live stream image data. + * + * @return `YES` if the image was sent to the task successfully, otherwise `NO`. + */ +- (BOOL)detectAsyncInImage:(MPPImage *)image + timestampInMilliseconds:(NSInteger)timestampInMilliseconds + error:(NSError **)error + NS_SWIFT_NAME(detectAsync(image:timestampInMilliseconds:)); + +- (instancetype)init NS_UNAVAILABLE; + ++ (instancetype)new NS_UNAVAILABLE; + +@end + +NS_ASSUME_NONNULL_END