tasks-vision package

Classes

Class Description
DrawingUtils Helper class to visualize the result of a MediaPipe Vision task.
FaceDetector Performs face detection on images.
FaceLandmarker Performs face landmarks detection on images.This API expects a pre-trained face landmarker model asset bundle.
FaceStylizer Performs face stylization on images.
FilesetResolver Resolves the files required for the MediaPipe Task APIs.This class verifies whether SIMD is supported in the current environment and loads the SIMD files only if support is detected. The returned filesets require that the Wasm files are published without renaming. If this is not possible, you can invoke the MediaPipe Tasks APIs using a manually created WasmFileset.
GestureRecognizer Performs hand gesture recognition on images.
HandLandmarker Performs hand landmarks detection on images.
HolisticLandmarker Performs holistic landmarks detection on images.
ImageClassifier Performs classification on images.
ImageEmbedder Performs embedding extraction on images.
ImageSegmenter Performs image segmentation on images.
ImageSegmenterResult The output result of ImageSegmenter.
InteractiveSegmenter Performs interactive segmentation on images.Users can represent user interaction through RegionOfInterest, which gives a hint to InteractiveSegmenter to perform segmentation focusing on the given region of interest.The API expects a TFLite model with mandatory TFLite Model Metadata.Input tensor: (kTfLiteUInt8/kTfLiteFloat32) - image input of size [batch x height x width x channels]. - batch inference is not supported (batch is required to be 1). - RGB inputs is supported (channels is required to be 3). - if type is kTfLiteFloat32, NormalizationOptions are required to be attached to the metadata for input normalization. Output tensors: (kTfLiteUInt8/kTfLiteFloat32) - list of segmented masks. - if output_type is CATEGORY_MASK, uint8 Image, Image vector of size 1. - if output_type is CONFIDENCE_MASK, float32 Image list of size channels. - batch is always 1
InteractiveSegmenterResult The output result of InteractiveSegmenter.
MPImage The wrapper class for MediaPipe Image objects.Images are stor