--- layout: default title: Home nav_order: 1 --- ![MediaPipe](images/mediapipe_small.png) -------------------------------------------------------------------------------- ## Live ML anywhere [MediaPipe](https://google.github.io/mediapipe/) offers cross-platform, customizable ML solutions for live and streaming media. ![accelerated.png](images/accelerated_small.png) | ![cross_platform.png](images/cross_platform_small.png) :------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------: ***End-to-End acceleration***: *Built-in fast ML inference and processing accelerated even on common hardware* | ***Build once, deploy anywhere***: *Unified solution works across Android, iOS, desktop/cloud, web and IoT* ![ready_to_use.png](images/ready_to_use_small.png) | ![open_source.png](images/open_source_small.png) ***Ready-to-use solutions***: *Cutting-edge ML solutions demonstrating full power of the framework* | ***Free and open source***: *Framework and solutions both under Apache 2.0, fully extensible and customizable* ## ML solutions in MediaPipe Face Detection | Face Mesh | Iris | Hands | Pose | Holistic :----------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :------: [![face_detection](images/mobile/face_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_detection) | [![face_mesh](images/mobile/face_mesh_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_mesh) | [![iris](images/mobile/iris_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/iris) | [![hand](images/mobile/hand_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hands) | [![pose](images/mobile/pose_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/pose) | [![hair_segmentation](images/mobile/holistic_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/holistic) Hair Segmentation | Object Detection | Box Tracking | Instant Motion Tracking | Objectron | KNIFT :-------------------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------: | :---: [![hair_segmentation](images/mobile/hair_segmentation_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hair_segmentation) | [![object_detection](images/mobile/object_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/object_detection) | [![box_tracking](images/mobile/object_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/box_tracking) | [![instant_motion_tracking](images/mobile/instant_motion_tracking_android_small.gif)](https://google.github.io/mediapipe/solutions/instant_motion_tracking) | [![objectron](images/mobile/objectron_chair_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/objectron) | [![knift](images/mobile/template_matching_android_cpu_small.gif)](https://google.github.io/mediapipe/solutions/knift) []() | [Android](https://google.github.io/mediapipe/getting_started/android) | [iOS](https://google.github.io/mediapipe/getting_started/ios) | [C++](https://google.github.io/mediapipe/getting_started/cpp) | [Python](https://google.github.io/mediapipe/getting_started/python) | [JS](https://google.github.io/mediapipe/getting_started/javascript) | [Coral](https://github.com/google/mediapipe/tree/master/mediapipe/examples/coral/README.md) :---------------------------------------------------------------------------------------- | :-------------------------------------------------------------: | :-----------------------------------------------------: | :-----------------------------------------------------: | :-----------------------------------------------------------: | :-----------------------------------------------------------: | :--------------------------------------------------------------------: [Face Detection](https://google.github.io/mediapipe/solutions/face_detection) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ [Face Mesh](https://google.github.io/mediapipe/solutions/face_mesh) | ✅ | ✅ | ✅ | ✅ | ✅ | [Iris](https://google.github.io/mediapipe/solutions/iris) | ✅ | ✅ | ✅ | | | [Hands](https://google.github.io/mediapipe/solutions/hands) | ✅ | ✅ | ✅ | ✅ | ✅ | [Pose](https://google.github.io/mediapipe/solutions/pose) | ✅ | ✅ | ✅ | ✅ | ✅ | [Holistic](https://google.github.io/mediapipe/solutions/holistic) | ✅ | ✅ | ✅ | ✅ | ✅ | [Selfie Segmentation](https://google.github.io/mediapipe/solutions/selfie_segmentation) | ✅ | ✅ | ✅ | ✅ | ✅ | [Hair Segmentation](https://google.github.io/mediapipe/solutions/hair_segmentation) | ✅ | | ✅ | | | [Object Detection](https://google.github.io/mediapipe/solutions/object_detection) | ✅ | ✅ | ✅ | | | ✅ [Box Tracking](https://google.github.io/mediapipe/solutions/box_tracking) | ✅ | ✅ | ✅ | | | [Instant Motion Tracking](https://google.github.io/mediapipe/solutions/instant_motion_tracking) | ✅ | | | | | [Objectron](https://google.github.io/mediapipe/solutions/objectron) | ✅ | | ✅ | ✅ | ✅ | [KNIFT](https://google.github.io/mediapipe/solutions/knift) | ✅ | | | | | [AutoFlip](https://google.github.io/mediapipe/solutions/autoflip) | | | ✅ | | | [MediaSequence](https://google.github.io/mediapipe/solutions/media_sequence) | | | ✅ | | | [YouTube 8M](https://google.github.io/mediapipe/solutions/youtube_8m) | | | ✅ | | | See also [MediaPipe Models and Model Cards](https://google.github.io/mediapipe/solutions/models) for ML models released in MediaPipe. ## Getting started To start using MediaPipe [solutions](https://google.github.io/mediapipe/solutions/solutions) with only a few lines code, see example code and demos in [MediaPipe in Python](https://google.github.io/mediapipe/getting_started/python) and [MediaPipe in JavaScript](https://google.github.io/mediapipe/getting_started/javascript). To use MediaPipe in C++, Android and iOS, which allow further customization of the [solutions](https://google.github.io/mediapipe/solutions/solutions) as well as building your own, learn how to [install](https://google.github.io/mediapipe/getting_started/install) MediaPipe and start building example applications in [C++](https://google.github.io/mediapipe/getting_started/cpp), [Android](https://google.github.io/mediapipe/getting_started/android) and [iOS](https://google.github.io/mediapipe/getting_started/ios). The source code is hosted in the [MediaPipe Github repository](https://github.com/google/mediapipe), and you can run code search using [Google Open Source Code Search](https://cs.opensource.google/mediapipe/mediapipe). ## Publications * [Bringing artworks to life with AR](https://developers.googleblog.com/2021/07/bringing-artworks-to-life-with-ar.html) in Google Developers Blog * [Prosthesis control via Mirru App using MediaPipe hand tracking](https://developers.googleblog.com/2021/05/control-your-mirru-prosthesis-with-mediapipe-hand-tracking.html) in Google Developers Blog * [SignAll SDK: Sign language interface using MediaPipe is now available for developers](https://developers.googleblog.com/2021/04/signall-sdk-sign-language-interface-using-mediapipe-now-available.html) in Google Developers Blog * [MediaPipe Holistic - Simultaneous Face, Hand and Pose Prediction, on Device](https://ai.googleblog.com/2020/12/mediapipe-holistic-simultaneous-face.html) in Google AI Blog * [Background Features in Google Meet, Powered by Web ML](https://ai.googleblog.com/2020/10/background-features-in-google-meet.html) in Google AI Blog * [MediaPipe 3D Face Transform](https://developers.googleblog.com/2020/09/mediapipe-3d-face-transform.html) in Google Developers Blog * [Instant Motion Tracking With MediaPipe](https://developers.googleblog.com/2020/08/instant-motion-tracking-with-mediapipe.html) in Google Developers Blog * [BlazePose - On-device Real-time Body Pose Tracking](https://ai.googleblog.com/2020/08/on-device-real-time-body-pose-tracking.html) in Google AI Blog * [MediaPipe Iris: Real-time Eye Tracking and Depth Estimation](https://ai.googleblog.com/2020/08/mediapipe-iris-real-time-iris-tracking.html) in Google AI Blog * [MediaPipe KNIFT: Template-based feature matching](https://developers.googleblog.com/2020/04/mediapipe-knift-template-based-feature-matching.html) in Google Developers Blog * [Alfred Camera: Smart camera features using MediaPipe](https://developers.googleblog.com/2020/03/alfred-camera-smart-camera-features-using-mediapipe.html) in Google Developers Blog * [Real-Time 3D Object Detection on Mobile Devices with MediaPipe](https://ai.googleblog.com/2020/03/real-time-3d-object-detection-on-mobile.html) in Google AI Blog * [AutoFlip: An Open Source Framework for Intelligent Video Reframing](https://ai.googleblog.com/2020/02/autoflip-open-source-framework-for.html) in Google AI Blog * [MediaPipe on the Web](https://developers.googleblog.com/2020/01/mediapipe-on-web.html) in Google Developers Blog * [Object Detection and Tracking using MediaPipe](https://developers.googleblog.com/2019/12/object-detection-and-tracking-using-mediapipe.html) in Google Developers Blog * [On-Device, Real-Time Hand Tracking with MediaPipe](https://ai.googleblog.com/2019/08/on-device-real-time-hand-tracking-with.html) in Google AI Blog * [MediaPipe: A Framework for Building Perception Pipelines](https://arxiv.org/abs/1906.08172) ## Videos * [YouTube Channel](https://www.youtube.com/c/MediaPipe) ## Events * [MediaPipe Seattle Meetup, Google Building Waterside, 13 Feb 2020](https://mediapipe.page.link/seattle2020) * [AI Nextcon 2020, 12-16 Feb 2020, Seattle](http://aisea20.xnextcon.com/) * [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/) * [The 3rd Workshop on YouTube-8M Large Scale Video Understanding Workshop, Seoul, Korea ICCV 2019](https://research.google.com/youtube8m/workshop2019/index.html) * [AI DevWorld 2019, 10 Oct 2019, San Jose, CA](https://aidevworld.com) * [Google Industry Workshop at ICIP 2019, 24 Sept 2019, Taipei, Taiwan](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)) * [Open sourced at CVPR 2019, 17~20 June, Long Beach, CA](https://sites.google.com/corp/view/perception-cv4arvr/mediapipe) ## Community * [Awesome MediaPipe](https://mediapipe.org) - A curated list of awesome MediaPipe related frameworks, libraries and software * [Slack community](https://mediapipe.page.link/joinslack) for MediaPipe users * [Discuss](https://groups.google.com/forum/#!forum/mediapipe) - 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. ## Contributing We welcome contributions. Please follow these [guidelines](https://github.com/google/mediapipe/blob/master/CONTRIBUTING.md). We use GitHub issues for tracking requests and bugs. Please post questions to the MediaPipe Stack Overflow with a `mediapipe` tag.