BerandaComputers and TechnologyMediaPipe: Cross-platform ML solutions for live and streaming media

MediaPipe: Cross-platform ML solutions for live and streaming media

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Live ML anywhere

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

ML solutions in MediaPipe

See also
MediaPipe Models and Model Cards
for ML models released in MediaPipe.

MediaPipe in Python

MediaPipe Python package is available on
PyPI, and can be installed simply by pip install mediapipe on Linux and macOS, as described in:

MediaPipe on the Web

MediaPipe on the Web is an effort to run the same ML solutions built for mobile
and desktop also in web browsers. The official API is under construction, but
the core technology has been proven effective. Please see
MediaPipe on the Web
in Google Developers Blog for details.

You can use the following links to load a demo in the MediaPipe Visualizer, and
over there click the “Runner” icon in the top bar like shown below. The demos
use your webcam video as input, which is processed all locally in real-time and
never leaves your device.


Getting started

Learn how to install
MediaPipe and
build example applications,
and start exploring our ready-to-use
solutions that you can
further extend and customize.

The source code is hosted in the
MediaPipe Github repository, and you can
run code search using
Google Open Source Code Search.





  • Awesome MediaPipe – A curated list of awesome
    MediaPipe related frameworks, libraries and software
  • Slack community for MediaPipe users
  • Discuss – General
    community discussion around MediaPipe

Alpha disclaimer

MediaPipe is currently in alpha at v0.7. We may be still making breaking API
changes and expect to get to stable APIs by v1.0.


We welcome contributions. Please follow these

We use GitHub issues for tracking requests and bugs. Please post questions to
the MediaPipe Stack Overflow with a mediapipe tag.

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