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Google AI Edge MediaPipe
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Google AI Edge
  • Models
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    • المزيد
  • Overview
  • MediaPipe
    • Tasks
      • Python
        • mp
          • Overview
          • CalculatorGraph
          • GraphInputStreamAddMode
          • Image
          • ImageFormat
          • ImageFrame
          • Matrix
          • Packet
          • Timestamp
          • ValidatedGraphConfig
        • mp.calculators
          • Overview
          • core
            • Overview
            • constant_side_packet_calculator_pb2
              • Overview
              • ConstantSidePacketCalculatorOptions
              • ConstantSidePacketCalculatorOptions.ConstantSidePacket
              • mediapipe_dot_framework_dot_calculator__options__pb2
                • Overview
                • CalculatorOptions
              • mediapipe_dot_framework_dot_calculator__pb2
                • Overview
                • CalculatorGraphConfig
                • CalculatorGraphConfig.Node
                • ExecutorConfig
                • InputCollection
                • InputCollectionSet
                • InputStreamInfo
                • ProfilerConfig
                • mediapipe_dot_framework_dot_mediapipe__options__pb2
                  • Overview
                  • MediaPipeOptions
                • mediapipe_dot_framework_dot_packet__factory__pb2
                  • Overview
                  • PacketFactoryConfig
                  • PacketFactoryOptions
                  • PacketManagerConfig
                • mediapipe_dot_framework_dot_packet__generator__pb2
                  • Overview
                  • PacketGeneratorConfig
                  • PacketGeneratorOptions
                • mediapipe_dot_framework_dot_status__handler__pb2
                  • Overview
                  • StatusHandlerConfig
                • mediapipe_dot_framework_dot_stream__handler__pb2
                  • Overview
                  • InputStreamHandlerConfig
                  • OutputStreamHandlerConfig
              • mediapipe_dot_framework_dot_formats_dot_classification__pb2
                • Overview
                • Classification
                • ClassificationList
                • ClassificationListCollection
              • mediapipe_dot_framework_dot_formats_dot_landmark__pb2
                • Overview
                • Landmark
                • LandmarkList
                • LandmarkListCollection
                • NormalizedLandmark
                • NormalizedLandmarkList
                • NormalizedLandmarkListCollection
              • mediapipe_dot_framework_dot_formats_dot_matrix__data__pb2
                • Overview
                • MatrixData
              • mediapipe_dot_framework_dot_formats_dot_time__series__header__pb2
                • Overview
                • MultiStreamTimeSeriesHeader
                • TimeSeriesHeader
            • flow_limiter_calculator_pb2
              • Overview
              • FlowLimiterCalculatorOptions
            • gate_calculator_pb2
              • Overview
              • GateCalculatorOptions
            • split_vector_calculator_pb2
              • Overview
              • Range
              • SplitVectorCalculatorOptions
          • image
            • Overview
            • image_transformation_calculator_pb2
              • Overview
              • ImageTransformationCalculatorOptions
              • ImageTransformationCalculatorOptions.Color
              • mediapipe_dot_gpu_dot_scale__mode__pb2
                • Overview
                • ScaleMode
            • rotation_mode_pb2
              • Overview
              • RotationMode
            • warp_affine_calculator_pb2
              • Overview
              • WarpAffineCalculatorOptions
              • mediapipe_dot_gpu_dot_gpu__origin__pb2
                • Overview
                • GpuOrigin
          • tensor
            • Overview
            • image_to_tensor_calculator_pb2
              • Overview
              • ImageToTensorCalculatorOptions
              • ImageToTensorCalculatorOptions.FloatRange
              • ImageToTensorCalculatorOptions.IntRange
              • ImageToTensorCalculatorOptions.UIntRange
            • inference_calculator_pb2
              • Overview
              • InferenceCalculatorOptions
              • InferenceCalculatorOptions.Delegate
              • InferenceCalculatorOptions.Delegate.Gpu
              • InferenceCalculatorOptions.Delegate.Nnapi
              • InferenceCalculatorOptions.Delegate.TfLite
              • InferenceCalculatorOptions.Delegate.Xnnpack
            • tensors_to_classification_calculator_pb2
              • Overview
              • TensorsToClassificationCalculatorOptions
              • TensorsToClassificationCalculatorOptions.LabelItemsEntry
              • TensorsToClassificationCalculatorOptions.LabelMap
              • TensorsToClassificationCalculatorOptions.LabelMap.Entry
              • mediapipe_dot_util_dot_label__map__pb2
                • Overview
                • LabelMapItem
            • tensors_to_detections_calculator_pb2
              • Overview
              • TensorsToDetectionsCalculatorOptions
              • TensorsToDetectionsCalculatorOptions.BoxBoundariesIndices
              • TensorsToDetectionsCalculatorOptions.TensorMapping
            • tensors_to_floats_calculator_pb2
              • Overview
              • TensorsToFloatsCalculatorOptions
            • tensors_to_landmarks_calculator_pb2
              • Overview
              • TensorsToLandmarksCalculatorOptions
            • tensors_to_segmentation_calculator_pb2
              • Overview
              • TensorsToSegmentationCalculatorOptions
          • tflite
            • Overview
            • ssd_anchors_calculator_pb2
              • Overview
              • SsdAnchorsCalculatorOptions
              • mediapipe_dot_framework_dot_formats_dot_object__detection_dot_anchor__pb2
                • Overview
                • Anchor
          • util
            • Overview
            • association_calculator_pb2
              • Overview
              • AssociationCalculatorOptions
            • collection_has_min_size_calculator_pb2
              • Overview
              • CollectionHasMinSizeCalculatorOptions
            • detection_label_id_to_text_calculator_pb2
              • Overview
              • DetectionLabelIdToTextCalculatorOptions
              • DetectionLabelIdToTextCalculatorOptions.LabelItemsEntry
            • detections_to_rects_calculator_pb2
              • Overview
              • DetectionsToRectsCalculatorOptions
            • landmark_projection_calculator_pb2
              • Overview
              • LandmarkProjectionCalculatorOptions
            • landmarks_refinement_calculator_pb2
              • Overview
              • LandmarksRefinementCalculatorOptions
              • LandmarksRefinementCalculatorOptions.Refinement
              • LandmarksRefinementCalculatorOptions.ZRefinement
              • LandmarksRefinementCalculatorOptions.ZRefinementAssignAverage
              • LandmarksRefinementCalculatorOptions.ZRefinementCopy
              • LandmarksRefinementCalculatorOptions.ZRefinementNone
            • landmarks_smoothing_calculator_pb2
              • Overview
              • LandmarksSmoothingCalculatorOptions
              • LandmarksSmoothingCalculatorOptions.NoFilter
              • LandmarksSmoothingCalculatorOptions.OneEuroFilter
              • LandmarksSmoothingCalculatorOptions.VelocityFilter
            • local_file_contents_calculator_pb2
              • Overview
              • LocalFileContentsCalculatorOptions
            • logic_calculator_pb2
              • Overview
              • LogicCalculatorOptions
            • non_max_suppression_calculator_pb2
              • Overview
              • NonMaxSuppressionCalculatorOptions
            • rect_transformation_calculator_pb2
              • Overview
              • RectTransformationCalculatorOptions
            • thresholding_calculator_pb2
              • Overview
              • ThresholdingCalculatorOptions
            • visibility_smoothing_calculator_pb2
              • Overview
              • VisibilitySmoothingCalculatorOptions
              • VisibilitySmoothingCalculatorOptions.LowPassFilter
              • VisibilitySmoothingCalculatorOptions.NoFilter
        • mp.model_ckpt_util
          • Overview
          • ConvertHfTokenizer
          • GenerateCpuTfLite
          • GenerateGpuTfLite
        • mp.packet_creator
          • Overview
          • create_bool
          • create_bool_vector
          • create_double
          • create_float
          • create_float_array
          • create_float_vector
          • create_image
          • create_image_frame
          • create_image_vector
          • create_int
          • create_int16
          • create_int32
          • create_int64
          • create_int8
          • create_int_array
          • create_int_vector
          • create_matrix
          • create_packet_vector
          • create_proto
          • create_proto_vector
          • create_string
          • create_string_to_packet_map
          • create_string_vector
          • create_uint16
          • create_uint32
          • create_uint64
          • create_uint8
          • image
            • Overview
          • image_frame
            • Overview
          • packet
            • Overview
        • mp.packet_getter
          • Overview
          • get_bool
          • get_bool_list
          • get_bytes
          • get_float
          • get_float_list
          • get_image
          • get_image_frame
          • get_image_list
          • get_int
          • get_int_list
          • get_matrix
          • get_packet_list
          • get_proto
          • get_proto_list
          • get_str
          • get_str_list
          • get_str_to_packet_dict
          • get_uint
        • mp.resource_util
          • Overview
          • set_resource_dir
        • mp.tasks
          • Overview
          • BaseOptions
          • BaseOptions.Delegate
          • audio
            • Overview
            • AudioClassifier
            • AudioClassifierOptions
            • AudioClassifierResult
            • AudioEmbedder
            • AudioEmbedderOptions
            • AudioEmbedderResult
            • RunningMode
          • components
            • Overview
            • containers
              • Overview
              • AudioData
              • AudioDataFormat
              • BoundingBox
              • Category
              • Classifications
              • Detection
              • Embedding
              • Landmark
              • LandmarksDetectionResult
              • NormalizedLandmark
              • NormalizedRect
              • Rect
              • keypoint
                • Overview
                • NormalizedKeypoint
                • location_data_pb2
                  • Overview
                  • LocationData
                  • LocationData.BinaryMask
                  • LocationData.BoundingBox
                  • LocationData.RelativeBoundingBox
                  • LocationData.RelativeKeypoint
                  • mediapipe_dot_framework_dot_formats_dot_annotation_dot_rasterization__pb2
                    • Overview
                    • Rasterization
                    • Rasterization.Interval
            • processors
              • Overview
              • ClassifierOptions
            • utils
              • Overview
              • cosine_similarity
                • Overview
                • cosine_similarity
                • embedding_result
                  • Overview
                  • embeddings_pb2
                    • Overview
                    • Embedding
                    • EmbeddingResult
                    • FloatEmbedding
                    • QuantizedEmbedding
          • genai
            • Overview
          • text
            • Overview
            • LanguageDetector
            • LanguageDetectorOptions
            • LanguageDetectorResult
            • LanguageDetectorResult.Detection
            • TextClassifier
            • TextClassifierOptions
            • TextEmbedder
            • TextEmbedderOptions
            • core
              • Overview
              • base_text_task_api
                • Overview
                • task_runner
                  • Overview
                  • TaskRunner
          • vision
            • Overview
            • FaceAligner
            • FaceAlignerOptions
            • FaceDetector
            • FaceDetectorOptions
            • FaceDetectorResult
            • FaceLandmarker
            • FaceLandmarkerOptions
            • FaceLandmarkerResult
            • FaceLandmarksConnections
            • FaceLandmarksConnections.Connection
            • FaceStylizer
            • FaceStylizerOptions
            • GestureRecognizer
            • GestureRecognizerOptions
            • GestureRecognizerResult
            • HandLandmarker
            • HandLandmarkerOptions
            • HandLandmarkerResult
            • HandLandmarksConnections
            • HandLandmarksConnections.Connection
            • HolisticLandmarker
            • HolisticLandmarkerOptions
            • HolisticLandmarkerResult
            • ImageClassifier
            • ImageClassifierOptions
            • ImageEmbedder
            • ImageEmbedderOptions
            • ImageSegmenter
            • ImageSegmenterOptions
            • InteractiveSegmenter
            • InteractiveSegmenterOptions
            • InteractiveSegmenterRegionOfInterest
            • InteractiveSegmenterRegionOfInterest.Format
            • ObjectDetector
            • ObjectDetectorOptions
            • PoseLandmarker
            • PoseLandmarkerOptions
            • PoseLandmarkerResult
            • PoseLandmarksConnections
            • PoseLandmarksConnections.Connection
            • RunningMode
            • holistic_landmarker
              • Overview
              • base_options_module
                • Overview
                • acceleration_pb2
                  • Overview
                  • Acceleration
                • base_options_pb2
                  • Overview
                  • BaseOptions
                • external_file_pb2
                  • Overview
                  • ExternalFile
                  • FileDescriptorMeta
                  • FilePointerMeta
              • base_vision_task_api
                • Overview
                • math
                  • Overview
                  • acos
                  • acosh
                  • asin
                  • asinh
                  • atan
                  • atan2
                  • atanh
                  • ceil
                  • comb
                  • copysign
                  • cos
                  • cosh
                  • degrees
                  • dist
                  • erf
                  • erfc
                  • exp
                  • expm1
                  • fabs
                  • factorial
                  • floor
                  • fmod
                  • frexp
                  • fsum
                  • gamma
                  • gcd
                  • hypot
                  • isclose
                  • isfinite
                  • isinf
                  • isnan
                  • isqrt
                  • lcm
                  • ldexp
                  • lgamma
                  • log
                  • log10
                  • log1p
                  • log2
                  • modf
                  • nextafter
                  • perm
                  • pow
                  • prod
                  • radians
                  • remainder
                  • sin
                  • sinh
                  • sqrt
                  • tan
                  • tanh
                  • trunc
                  • ulp
                • rect_module
                  • Overview
                  • rect_pb2
                    • Overview
                    • NormalizedRect
                    • Rect
              • category_module
                • Overview
              • holistic_landmarker_graph_options_pb2
                • Overview
                • HolisticLandmarkerGraphOptions
                • mediapipe_dot_tasks_dot_cc_dot_vision_dot_face__detector_dot_proto_dot_face__detector__graph__options__pb2
                  • Overview
                  • FaceDetectorGraphOptions
                • mediapipe_dot_tasks_dot_cc_dot_vision_dot_face__landmarker_dot_proto_dot_face__landmarks__detector__graph__options__pb2
                  • Overview
                  • FaceLandmarksDetectorGraphOptions
                  • mediapipe_dot_tasks_dot_cc_dot_vision_dot_face__landmarker_dot_proto_dot_face__blendshapes__graph__options__pb2
                    • Overview
                    • FaceBlendshapesGraphOptions
                • mediapipe_dot_tasks_dot_cc_dot_vision_dot_hand__landmarker_dot_proto_dot_hand__landmarks__detector__graph__options__pb2
                  • Overview
                  • HandLandmarksDetectorGraphOptions
                • mediapipe_dot_tasks_dot_cc_dot_vision_dot_hand__landmarker_dot_proto_dot_hand__roi__refinement__graph__options__pb2
                  • Overview
                  • HandRoiRefinementGraphOptions
                • mediapipe_dot_tasks_dot_cc_dot_vision_dot_pose__detector_dot_proto_dot_pose__detector__graph__options__pb2
                  • Overview
                  • PoseDetectorGraphOptions
                • mediapipe_dot_tasks_dot_cc_dot_vision_dot_pose__landmarker_dot_proto_dot_pose__landmarks__detector__graph__options__pb2
                  • Overview
                  • PoseLandmarksDetectorGraphOptions
              • holistic_result_pb2
                • Overview
                • HolisticResult
              • image_processing_options_module
                • Overview
                • ImageProcessingOptions
              • landmark_module
                • Overview
              • running_mode_module
                • Overview
              • task_info_module
                • Overview
      • Java
        • com.google.mediapipe.framework.image
          • نظرة عامّة
          • BitmapExtractor
          • BitmapImageBuilder
          • ByteBufferExtractor
          • ByteBufferImageBuilder
          • MPImage
            • نظرة عامّة
            • MPImageFormat
            • StorageType
          • MPImageConsumer
          • MPImageProducer
          • MPImageProperties
          • MediaImageBuilder
          • MediaImageExtractor
        • com.google.mediapipe.tasks.audio.audioclassifier
          • نظرة عامّة
          • AudioClassifier
            • نظرة عامّة
            • AudioClassifier.AudioClassifierOptions
              • نظرة عامّة
              • Builder
          • AudioClassifierResult
        • com.google.mediapipe.tasks.audio.audioembedder
          • نظرة عامّة
          • AudioEmbedder
            • نظرة عامّة
            • AudioEmbedder.AudioEmbedderOptions
              • نظرة عامّة
              • Builder
          • AudioEmbedderResult
        • com.google.mediapipe.tasks.audio.core
          • نظرة عامّة
          • BaseAudioTaskApi
          • RunningMode
        • com.google.mediapipe.tasks.components.containers
          • نظرة عامّة
          • AudioData
            • نظرة عامّة
            • AudioData.AudioDataFormat
              • نظرة عامّة
              • Builder
          • Category
          • ClassificationResult
          • Classifications
          • Connection
          • Detection
          • Embedding
          • EmbeddingResult
          • Landmark
          • NormalizedKeypoint
          • NormalizedLandmark
        • com.google.mediapipe.tasks.components.processors
          • نظرة عامّة
          • ClassifierOptions
            • نظرة عامّة
            • Builder
        • com.google.mediapipe.tasks.components.utils
          • نظرة عامّة
          • CosineSimilarity
        • com.google.mediapipe.tasks.core
          • نظرة عامّة
          • BaseOptions
            • نظرة عامّة
            • Builder
            • BaseOptions.DelegateOptions
              • نظرة عامّة
              • BaseOptions.DelegateOptions.CpuOptions
                • نظرة عامّة
                • Builder
              • BaseOptions.DelegateOptions.GpuOptions
                • نظرة عامّة
                • Builder
          • Delegate
          • ErrorListener
          • OutputHandler
            • نظرة عامّة
            • OutputPacketConverter
            • ProgressListener
            • PureResultListener
            • ResultListener
            • ValueListener
          • TaskInfo
            • نظرة عامّة
            • Builder
          • TaskOptions
          • TaskResult
          • TaskRunner
        • com.google.mediapipe.tasks.core.logging
          • نظرة عامّة
          • TasksStatsDummyLogger
          • TasksStatsLogger
            • نظرة عامّة
            • StatsSnapshot
        • com.google.mediapipe.tasks.genai.llminference
          • نظرة عامّة
          • LlmInference
            • نظرة عامّة
            • LlmInference.LlmInferenceOptions
              • نظرة عامّة
              • Builder
        • com.google.mediapipe.tasks.text.languagedetector
          • نظرة عامّة
          • LanguageDetector
            • نظرة عامّة
            • LanguageDetector.LanguageDetectorOptions
              • نظرة عامّة
              • Builder
          • LanguageDetectorResult
          • LanguagePrediction
        • com.google.mediapipe.tasks.text.textclassifier
          • نظرة عامّة
          • TextClassifier
            • نظرة عامّة
            • TextClassifier.TextClassifierOptions
              • نظرة عامّة
              • Builder
          • TextClassifierResult
        • com.google.mediapipe.tasks.text.textembedder
          • نظرة عامّة
          • TextEmbedder
            • نظرة عامّة
            • TextEmbedder.TextEmbedderOptions
              • نظرة عامّة
              • Builder
          • TextEmbedderResult
        • com.google.mediapipe.tasks.vision.core
          • نظرة عامّة
          • BaseVisionTaskApi
          • ImageProcessingOptions
            • نظرة عامّة
            • Builder
          • RunningMode
        • com.google.mediapipe.tasks.vision.facedetector
          • نظرة عامّة
          • FaceDetector
            • نظرة عامّة
            • FaceDetector.FaceDetectorOptions
              • نظرة عامّة
              • Builder
          • FaceDetectorResult
        • com.google.mediapipe.tasks.vision.facelandmarker
          • نظرة عامّة
          • FaceLandmarker
            • نظرة عامّة
            • FaceLandmarker.FaceLandmarkerOptions
              • نظرة عامّة
              • Builder
          • FaceLandmarkerResult
        • com.google.mediapipe.tasks.vision.facestylizer
          • نظرة عامّة
          • FaceStylizer
            • نظرة عامّة
            • FaceStylizer.FaceStylizerOptions
              • نظرة عامّة
              • Builder
          • FaceStylizerResult
        • com.google.mediapipe.tasks.vision.gesturerecognizer
          • نظرة عامّة
          • GestureRecognizer
            • نظرة عامّة
            • GestureRecognizer.GestureRecognizerOptions
              • نظرة عامّة
              • Builder
          • GestureRecognizerResult
        • com.google.mediapipe.tasks.vision.handlandmarker
          • نظرة عامّة
          • HandLandmark
            • نظرة عامّة
            • HandLandmarkType
          • HandLandmarker
            • نظرة عامّة
            • HandLandmarker.HandLandmarkerOptions
              • نظرة عامّة
              • Builder
          • HandLandmarkerResult
        • com.google.mediapipe.tasks.vision.holisticlandmarker
          • نظرة عامّة
          • HolisticLandmarker
            • نظرة عامّة
            • HolisticLandmarker.HolisticLandmarkerOptions
              • نظرة عامّة
              • Builder
          • HolisticLandmarkerResult
        • com.google.mediapipe.tasks.vision.imageclassifier
          • نظرة عامّة
          • ImageClassifier
            • نظرة عامّة
            • ImageClassifier.ImageClassifierOptions
              • نظرة عامّة
              • Builder
          • ImageClassifierResult
        • com.google.mediapipe.tasks.vision.imageembedder
          • نظرة عامّة
          • ImageEmbedder
            • نظرة عامّة
            • ImageEmbedder.ImageEmbedderOptions
              • نظرة عامّة
              • Builder
          • ImageEmbedderResult
        • com.google.mediapipe.tasks.vision.imagegenerator
          • نظرة عامّة
          • ImageGenerator
            • نظرة عامّة
            • ImageGenerator.ConditionOptions
              • نظرة عامّة
              • Builder
              • ConditionType
              • ImageGenerator.ConditionOptions.DepthConditionOptions
                • نظرة عامّة
                • Builder
              • ImageGenerator.ConditionOptions.EdgeConditionOptions
                • نظرة عامّة
                • Builder
              • ImageGenerator.ConditionOptions.FaceConditionOptions
                • نظرة عامّة
                • Builder
            • ImageGenerator.ImageGeneratorOptions
              • نظرة عامّة
              • Builder
          • ImageGeneratorResult
        • com.google.mediapipe.tasks.vision.imagesegmenter
          • نظرة عامّة
          • ImageSegmenter
            • نظرة عامّة
            • ImageSegmenter.ImageSegmenterOptions
              • نظرة عامّة
              • Builder
            • ImageSegmenter.SegmentationOptions
              • نظرة عامّة
              • Builder
          • ImageSegmenterResult
        • com.google.mediapipe.tasks.vision.interactivesegmenter
          • نظرة عامّة
          • InteractiveSegmenter
            • نظرة عامّة
            • InteractiveSegmenter.InteractiveSegmenterOptions
              • نظرة عامّة
              • Builder
            • RegionOfInterest
        • com.google.mediapipe.tasks.vision.objectdetector
          • نظرة عامّة
          • ObjectDetectionResult
          • ObjectDetector
            • نظرة عامّة
            • ObjectDetector.ObjectDetectorOptions
              • نظرة عامّة
              • Builder
          • ObjectDetectorResult
        • com.google.mediapipe.tasks.vision.poselandmarker
          • نظرة عامّة
          • PoseLandmarker
            • نظرة عامّة
            • PoseLandmarker.PoseLandmarkerOptions
              • نظرة عامّة
              • Builder
          • PoseLandmarkerResult
      • JavaScript
        • @mediapipe/tasks-audio
          • نظرة عامّة
          • AudioClassifier
          • AudioClassifierOptions
          • AudioClassifierResult
          • AudioEmbedder
          • AudioEmbedderOptions
          • AudioEmbedderResult
          • Category
          • Classifications
          • Embedding
          • FilesetResolver
        • @mediapipe/tasks-text
          • نظرة عامّة
          • Category
          • Classifications
          • Embedding
          • FilesetResolver
          • LanguageDetector
          • LanguageDetectorOptions
          • LanguageDetectorPrediction
          • LanguageDetectorResult
          • TextClassifier
          • TextClassifierOptions
          • TextClassifierResult
          • TextEmbedder
          • TextEmbedderOptions
          • TextEmbedderResult
        • @mediapipe/tasks-vision
          • نظرة عامّة
          • BoundingBox
          • Category
          • Classifications
          • Detection
          • DetectionResult
          • DrawingOptions
          • DrawingUtils
          • Embedding
          • FaceDetector
          • FaceDetectorOptions
          • FaceLandmarker
          • FaceLandmarkerOptions
          • FaceLandmarkerResult
          • FaceStylizer
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