开源软件名称：

mediapipe

开源软件地址：

https://gitee.com/mirrors/mediapipe

开源软件介绍：

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MediaPipe

Live ML anywhere

MediaPipe offers cross-platform, customizableML solutions for live and streaming media.


End-to-End acceleration: Built-in fast ML inference and processing accelerated even on common hardware	Build once, deploy anywhere: Unified solution works across Android, iOS, desktop/cloud, web and IoT

Ready-to-use solutions: Cutting-edge ML solutions demonstrating full power of the framework	Free and open source: Framework and solutions both under Apache 2.0, fully extensible and customizable

ML solutions in MediaPipe

Face Detection	Face Mesh	Iris	Hands	Pose	Holistic

Hair Segmentation	Object Detection	Box Tracking	Instant Motion Tracking	Objectron	KNIFT

	Android	iOS	C++	Python	JS	Coral
Face Detection	✅	✅	✅	✅	✅	✅
Face Mesh	✅	✅	✅	✅	✅
Iris	✅	✅	✅
Hands	✅	✅	✅	✅	✅
Pose	✅	✅	✅	✅	✅
Holistic	✅	✅	✅	✅	✅
Selfie Segmentation	✅	✅	✅	✅	✅
Hair Segmentation	✅		✅
Object Detection	✅	✅	✅			✅
Box Tracking	✅	✅	✅
Instant Motion Tracking	✅
Objectron	✅		✅	✅	✅
KNIFT	✅
AutoFlip			✅
MediaSequence			✅
YouTube 8M			✅

See alsoMediaPipe Models and Model Cardsfor ML models released in MediaPipe.

Getting started

To start using MediaPipesolutions with only a fewlines code, see example code and demos inMediaPipe in Python andMediaPipe in JavaScript.

To use MediaPipe in C++, Android and iOS, which allow further customization ofthe solutions as well asbuilding your own, learn how toinstall MediaPipe andstart building example applications inC++,Android andiOS.

The source code is hosted in theMediaPipe Github repository, and you canrun code search usingGoogle Open Source Code Search.

Publications

Bringing artworks to life with ARin Google Developers Blog
Prosthesis control via Mirru App using MediaPipe hand trackingin Google Developers Blog
SignAll SDK: Sign language interface using MediaPipe is now available fordevelopersin Google Developers Blog
MediaPipe Holistic - Simultaneous Face, Hand and Pose Prediction, on Devicein Google AI Blog
Background Features in Google Meet, Powered by Web MLin Google AI Blog
MediaPipe 3D Face Transformin Google Developers Blog
Instant Motion Tracking With MediaPipein Google Developers Blog
BlazePose - On-device Real-time Body Pose Trackingin Google AI Blog
MediaPipe Iris: Real-time Eye Tracking and Depth Estimationin Google AI Blog
MediaPipe KNIFT: Template-based feature matchingin Google Developers Blog
Alfred Camera: Smart camera features using MediaPipein Google Developers Blog
Real-Time 3D Object Detection on Mobile Devices with MediaPipein Google AI Blog
AutoFlip: An Open Source Framework for Intelligent Video Reframingin Google AI Blog
MediaPipe on the Webin Google Developers Blog
Object Detection and Tracking using MediaPipein Google Developers Blog
On-Device, Real-Time Hand Tracking with MediaPipein Google AI Blog
MediaPipe: A Framework for Building Perception Pipelines

Videos

YouTube Channel

Events

Community

Awesome MediaPipe - Acurated list of awesome MediaPipe related frameworks, libraries and software
Slack community for MediaPipe users
Discuss - Generalcommunity discussion around MediaPipe