MediaPipe Solutions guide | Google AI Edge | Google for Developers

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MediaPipe Solutions provides a suite of libraries and tools for you to quickly apply artificial intelligence (AI) and machine learning (ML) techniques in your applications. You can plug these solutions into your applications immediately, customize them to your needs, and use them across multiple development platforms. MediaPipe Solutions is part of the MediaPipe open source project, so you can further customize the solutions code to meet your application needs. The MediaPipe Solutions suite includes the following:

[imagen: MediaPipe
Solutions, Studio, and Model Maker](https://developers.google.com/static/edge/mediapipe/images/solutions/overview-diagram.svg)

These libraries and resources provide the core functionality for each MediaPipe Solution:

These tools let you customize and evaluate solutions:

Available solutions

MediaPipe Solutions are available across multiple platforms. Each solution includes one or more models, and you can customize models for some solutions as well. The following list shows what solutions are available for each supported platform and if you can use Model Maker to customize the model:

SolutionAndroidWebPythoniOSCustomize model
Audio classificationimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Face detectionimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Face landmark detectionimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Gesture recognitionimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Hand landmark detectionimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Holistic landmark detectionimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Image classificationimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Image embeddingimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Image segmentationimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Interactive segmentationimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Language detectorimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
LLM Inference APIimagen: filled circleimagen: filled circle
Object detectionimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Pose landmark detectionimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Text classificationimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Text embeddingimagen: filled circleimagen: filled circleimagen: filled circleimagen: filled circle
Text proofreadingimagen: filled circleimagen: filled circleimagen: filled circle
Text summarizationimagen: filled circleimagen: filled circleimagen: filled circle

Get started

You can get started with MediaPipe Solutions by selecting any of the tasks listed in the left navigation tree, including vision, text, and audio tasks. If you need help setting up a development environment for use with MediaPipe Tasks, check out the setup guides for Android, web apps, and Python.

Legacy solutions

We have ended support for the MediaPipe Legacy Solutions listed below as of March 1, 2023. All other MediaPipe Legacy Solutions will be upgraded to a new MediaPipe Solution. See the list below for details. The code repository and prebuilt binaries for all MediaPipe Legacy Solutions will continue to be provided on an as-is basis.

Legacy SolutionStatusNew MediaPipe Solution
Face Detection (info)UpgradedFace detection
Face Mesh (info)UpgradedFace landmark detection
Iris (info)UpgradedFace landmark detection
Hands (info)UpgradedHand landmark detection
Pose (info)UpgradedPose landmark detection
Holistic (info)UpgradedHolistic landmark detection
Selfie segmentation (info)UpgradedImage segmentation
Hair segmentation (info)UpgradedImage segmentation
Object detection (info)UpgradedObject detection
Box tracking (info)Support ended
Instant motion tracking (info)Support ended
Objectron (info)Support ended
KNIFT (info)Support ended
AutoFlip (info)Support ended
MediaSequence (info)Support ended
YouTube 8M (info)Support ended

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2026-08-18 UTC.

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