Module: mp.tasks.vision

MediaPipe Tasks Vision API.

Classes

class FaceAligner: Class that performs face alignment on images.

class FaceAlignerOptions: Options for the face aligner task.

class FaceDetector: Class that performs face detection on images.

class FaceDetectorOptions: Options for the face detector task.

class FaceDetectorResult: Represents the list of detected objects.

class FaceLandmarker: Class that performs face landmarks detection on images.

class FaceLandmarkerOptions: Options for the face landmarker task.

class FaceLandmarkerResult: The face landmarks detection result from FaceLandmarker, where each vector element represents a single face detected in the image.

class FaceLandmarksConnections: The connections between face landmarks.

class FaceStylizer: Class that performs face stylization on images.

class FaceStylizerOptions: Options for the face stylizer task.

class GestureRecognizer: Class that performs gesture recognition on images.

class GestureRecognizerOptions: Options for the gesture recognizer task.

class GestureRecognizerResult: The gesture recognition result from GestureRecognizer, where each vector element represents a single hand detected in the image.

class HandLandmarker: Class that performs hand landmarks detection on images.

class HandLandmarkerOptions: Options for the hand landmarker task.

class HandLandmarkerResult: The hand landmarks result from HandLandmarker, where each vector element represents a single hand detected in the image.

class HandLandmarksConnections: The connections between hand landmarks.

class ImageClassifier: Class that performs image classification on images.

class ImageClassifierOptions: Options for the image classifier task.

class ImageClassifierResult: Contains the classification results of a model.

class ImageEmbedder: Class that performs embedding extraction on images.

class ImageEmbedderOptions: Options for the image embedder task.

class ImageEmbedderResult: Embedding results for a given embedder model.

class ImageSegmenter: Class that performs image segmentation on images.

class ImageSegmenterOptions: Options for the image segmenter task.

class InteractiveSegmenter: Class that performs interactive segmentation on images.

class InteractiveSegmenterOptions: Options for the interactive segmenter task.

class InteractiveSegmenterRegionOfInterest: The Region-Of-Interest (ROI) to interact with.

class ObjectDetector: Class that performs object detection on images.

class ObjectDetectorOptions: Options for the object detector task.

class ObjectDetectorResult: Represents the list of detected objects.

class PoseLandmarker: Class that performs pose landmarks detection on images.

class PoseLandmarkerOptions: Options for the pose landmarker task.

class PoseLandmarkerResult: The pose landmarks detection result from PoseLandmarker, where each vector element represents a single pose detected in the image.

class PoseLandmarksConnections: The connections between pose landmarks.

class RunningMode: MediaPipe vision task running mode.