cassdlcm/mediapipe
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity
Cross-platform, customizable ML solutions for live and streaming media.
20 Commits 10 Branches 56 Tags 829 MiB
C++ 63.9%
Python 9.2%
Starlark 8.3%
Java 8.3%
Objective-C 3.8%
Other 6.4%
af67642055
Go to file
MediaPipe Team af67642055 Project import generated by Copybara. 
PiperOrigin-RevId: 267274408
2019-09-04 19:00:29 -07:00
mediapipe Project import generated by Copybara. 2019-09-04 19:00:29 -07:00
third_party Project import generated by Copybara. 2019-09-04 19:00:29 -07:00
.bazelrc Project import generated by Copybara. 2019-08-16 18:56:48 -07:00
.dockerignore Project import generated by Copybara. 2019-06-16 16:06:57 -07:00
.gitignore Project import generated by Copybara. 2019-08-18 20:14:01 -07:00
BUILD Project import generated by Copybara. 2019-08-16 18:56:48 -07:00
CONTRIBUTING.md Project import generated by Copybara. 2019-06-16 16:06:57 -07:00
Dockerfile Project import generated by Copybara. 2019-09-04 19:00:29 -07:00
LICENSE Project import generated by Copybara. 2019-06-16 16:06:57 -07:00
README.md Project import generated by Copybara. 2019-08-19 10:53:24 -07:00
setup_android_sdk_and_ndk.sh Project import generated by Copybara. 2019-09-04 19:00:29 -07:00
setup_opencv.sh Project import generated by Copybara. 2019-08-16 18:56:48 -07:00
WORKSPACE Project import generated by Copybara. 2019-08-19 14:24:11 -07:00

README.md

MediaPipe

MediaPipe is a framework for building multimodal (eg. video, audio, any time series data) applied ML pipelines. With MediaPipe, a perception pipeline can be built as a graph of modular components, including, for instance, inference models (e.g., TensorFlow, TFLite) and media processing functions.

Real-time Face Detection

ML Solutions in MediaPipe

hand_tracking face_detection hair_segmentation object_detection

Installation

Follow these instructions.

Getting started

See mobile and desktop examples.

Documentation

MediaPipe Read-the-Docs or docs.mediapipe.dev

Check out the Examples page for tutorials on how to use MediaPipe. Concepts page for basic definitions

Visualizing MediaPipe graphs

A web-based visualizer is hosted on viz.mediapipe.dev. Please also see instructions here.

Community forum

  • Discuss - General community discussion around MediaPipe

Publications

Events

Open sourced at CVPR 2019 on June 17~20 in Long Beach, CA

Alpha Disclaimer

MediaPipe is currently in alpha for v0.6. We are still making breaking API changes and expect to get to stable API by v1.0.

Contributing

We welcome contributions. Please follow these guidelines.

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