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[MediaPipe ](http://mediapipe.dev ) is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.
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## ML Solutions in MediaPipe
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* [Face Detection ](mediapipe/docs/face_detection_mobile_gpu.md ) [(web demo) ](https://viz.mediapipe.dev/runner/demos/face_detection/face_detection.html )
* [Face Mesh ](mediapipe/docs/face_mesh_mobile_gpu.md )
* [Hand Detection ](mediapipe/docs/hand_detection_mobile_gpu.md )
* [Hand Tracking ](mediapipe/docs/hand_tracking_mobile_gpu.md ) [(web demo) ](https://viz.mediapipe.dev/runner/demos/hand_tracking/hand_tracking.html )
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* [Multi-hand Tracking ](mediapipe/docs/multi_hand_tracking_mobile_gpu.md )
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* [Hair Segmentation ](mediapipe/docs/hair_segmentation_mobile_gpu.md ) [(web demo) ](https://viz.mediapipe.dev/runner/demos/hair_segmentation/hair_segmentation.html )
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* [Object Detection ](mediapipe/docs/object_detection_mobile_gpu.md )
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* [Object Detection and Tracking ](mediapipe/docs/object_tracking_mobile_gpu.md )
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* [Objectron: 3D Object Detection and Tracking ](mediapipe/docs/objectron_mobile_gpu.md )
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* [AutoFlip: Intelligent Video Reframing ](mediapipe/docs/autoflip.md )
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* [KNIFT: Template Matching with Neural Image Features ](mediapipe/docs/template_matching_mobile_cpu.md )
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## Installation
Follow these [instructions ](mediapipe/docs/install.md ).
## Getting started
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See mobile, desktop, web and Google Coral [examples ](mediapipe/docs/examples.md ).
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## Documentation
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[MediaPipe Read-the-Docs ](https://mediapipe.readthedocs.io/ ) or [docs.mediapipe.dev ](https://docs.mediapipe.dev )
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Check out the [Examples page ](https://mediapipe.readthedocs.io/en/latest/examples.html ) for tutorials on how to use MediaPipe. [Concepts page ](https://mediapipe.readthedocs.io/en/latest/concepts.html ) for basic definitions
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## Visualizing MediaPipe graphs
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A web-based visualizer is hosted on [viz.mediapipe.dev ](https://viz.mediapipe.dev/ ). Please also see instructions [here ](mediapipe/docs/visualizer.md ).
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## Google Open Source Code search
Search MediaPipe Github repository using [Google Open Source code search ](https://t.co/LSZnbMUUnT?amp=1 )
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## Videos
* [YouTube Channel ](https://www.youtube.com/channel/UCObqmpuSMx-usADtL_qdMAw )
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## Publications
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* [MediaPipe KNIFT: Template-based Feature Matching ](https://mediapipe.page.link/knift-blog )
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* [Alfred Camera: Smart camera features using MediaPipe ](https://developers.googleblog.com/2020/03/alfred-camera-smart-camera-features-using-mediapipe.html )
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* [MediaPipe Objectron: Real-time 3D Object Detection on Mobile Devices ](https://mediapipe.page.link/objectron-aiblog )
* [AutoFlip: An Open Source Framework for Intelligent Video Reframing ](https://mediapipe.page.link/autoflip )
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* [Google Developer Blog: MediaPipe on the Web ](https://mediapipe.page.link/webdevblog )
* [Google Developer Blog: Object Detection and Tracking using MediaPipe ](https://mediapipe.page.link/objecttrackingblog )
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* [On-Device, Real-Time Hand Tracking with MediaPipe ](https://ai.googleblog.com/2019/08/on-device-real-time-hand-tracking-with.html )
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* [MediaPipe: A Framework for Building Perception Pipelines ](https://arxiv.org/abs/1906.08172 )
## Events
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* [MediaPipe Seattle Meetup, Google Building Waterside, 13 Feb 2020 ](https://mediapipe.page.link/seattle2020 )
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* [AI Nextcon 2020, 12-16 Feb 2020, Seattle ](http://aisea20.xnextcon.com/ )
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* [MediaPipe Madrid Meetup, 16 Dec 2019 ](https://www.meetup.com/Madrid-AI-Developers-Group/events/266329088/ )
* [MediaPipe London Meetup, Google 123 Building, 12 Dec 2019 ](https://www.meetup.com/London-AI-Tech-Talk/events/266329038 )
* [ML Conference, Berlin, 11 Dec 2019 ](https://mlconference.ai/machine-learning-advanced-development/mediapipe-building-real-time-cross-platform-mobile-web-edge-desktop-video-audio-ml-pipelines/ )
* [MediaPipe Berlin Meetup, Google Berlin, 11 Dec 2019 ](https://www.meetup.com/Berlin-AI-Tech-Talk/events/266328794/ )
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* [The 3rd Workshop on YouTube-8M Large Scale Video Understanding Workshop ](https://research.google.com/youtube8m/workshop2019/index.html ) Seoul, Korea ICCV 2019
* [AI DevWorld 2019 ](https://aidevworld.com ) on Oct 10 in San Jose, California
* [Google Industry Workshop at ICIP 2019 ](http://2019.ieeeicip.org/?action=page4&id=14#Google ) [Presentation ](https://docs.google.com/presentation/d/e/2PACX-1vRIBBbO_LO9v2YmvbHHEt1cwyqH6EjDxiILjuT0foXy1E7g6uyh4CesB2DkkEwlRDO9_lWfuKMZx98T/pub?start=false&loop=false&delayms=3000&slide=id.g556cc1a659_0_5 ) on Sept 24 in Taipei, Taiwan
* [Open sourced at CVPR 2019 ](https://sites.google.com/corp/view/perception-cv4arvr/mediapipe ) on June 17~20 in Long Beach, CA
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## Community
* [Awesome MediaPipe: curation of code related to MediaPipe ](https://mediapipe.org )
* [Slack community for MediaPipe users ](https://mediapipe.slack.com )
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* [Discuss ](https://groups.google.com/forum/#!forum/mediapipe ) - General community discussion around MediaPipe
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## Alpha Disclaimer
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MediaPipe is currently in alpha for v0.7. We are still making breaking API changes and expect to get to stable API by v1.0.
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## Contributing
We welcome contributions. Please follow these [guidelines ](./CONTRIBUTING.md ).
We use GitHub issues for tracking requests and bugs. Please post questions to the MediaPipe Stack Overflow with a 'mediapipe' tag.
