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:
These libraries and resources provide the core functionality for each MediaPipe Solution:
- MediaPipe Tasks: Cross-platform APIs and libraries for deploying solutions. Learn more
- MediaPipe Models: Pre-trained, ready-to-run models for use with each solution.
These tools let you customize and evaluate solutions:
- MediaPipe Model Maker: Customize models for solutions with your data. Learn more
- MediaPipe Studio: Visualize, evaluate, and benchmark solutions in your browser. Learn more
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:
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 Solution | Status | New MediaPipe Solution |
|---|---|---|
| Face Detection (info) | Upgraded | Face detection |
| Face Mesh (info) | Upgraded | Face landmark detection |
| Iris (info) | Upgraded | Face landmark detection |
| Hands (info) | Upgraded | Hand landmark detection |
| Pose (info) | Upgraded | Pose landmark detection |
| Holistic (info) | Upgrade | Holistic landmarks detection |
| Selfie segmentation (info) | Upgraded | Image segmentation |
| Hair segmentation (info) | Upgraded | Image segmentation |
| Object detection (info) | Upgraded | Object 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 |