Skip to main content

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

Project description


layout: forward target: https://developers.google.com/mediapipe title: Home nav_order: 1


Attention: We have moved to https://developers.google.com/mediapipe as the primary developer documentation site for MediaPipe as of April 3, 2023.

MediaPipe

Attention: MediaPipe Solutions Preview is an early release. Learn more.

On-device machine learning for everyone

Delight your customers with innovative machine learning features. MediaPipe contains everything that you need to customize and deploy to mobile (Android, iOS), web, desktop, edge devices, and IoT, effortlessly.

Get started

You can get started with MediaPipe Solutions by by checking out any of the developer guides for 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.

Solutions

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.

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.

Legacy solutions

We have ended support for these MediaPipe Legacy Solutions as of March 1, 2023. All other MediaPipe Legacy Solutions will be upgraded to a new MediaPipe Solution. See the Solutions guide for details. The code repository and prebuilt binaries for all MediaPipe Legacy Solutions will continue to be provided on an as-is basis.

For more on the legacy solutions, see the documentation.

Framework

To start using MediaPipe Framework, install MediaPipe Framework and start building example applications in C++, Android, and iOS.

MediaPipe Framework is the low-level component used to build efficient on-device machine learning pipelines, similar to the premade MediaPipe Solutions.

Before using MediaPipe Framework, familiarize yourself with the following key Framework concepts:

Community

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

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.

Resources

Publications

Videos

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

mediapipe-0.10.21-cp312-cp312-win_amd64.whl (51.0 MB view details)

Uploaded CPython 3.12Windows x86-64

mediapipe-0.10.21-cp312-cp312-manylinux_2_28_x86_64.whl (35.6 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.28+ x86-64

mediapipe-0.10.21-cp312-cp312-macosx_11_0_x86_64.whl (49.1 MB view details)

Uploaded CPython 3.12macOS 11.0+ x86-64

mediapipe-0.10.21-cp312-cp312-macosx_11_0_universal2.whl (49.2 MB view details)

Uploaded CPython 3.12macOS 11.0+ universal2 (ARM64, x86-64)

mediapipe-0.10.21-cp311-cp311-win_amd64.whl (51.0 MB view details)

Uploaded CPython 3.11Windows x86-64

mediapipe-0.10.21-cp311-cp311-manylinux_2_28_x86_64.whl (35.6 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.28+ x86-64

mediapipe-0.10.21-cp311-cp311-macosx_11_0_x86_64.whl (49.1 MB view details)

Uploaded CPython 3.11macOS 11.0+ x86-64

mediapipe-0.10.21-cp311-cp311-macosx_11_0_universal2.whl (49.2 MB view details)

Uploaded CPython 3.11macOS 11.0+ universal2 (ARM64, x86-64)

mediapipe-0.10.21-cp310-cp310-win_amd64.whl (51.0 MB view details)

Uploaded CPython 3.10Windows x86-64

mediapipe-0.10.21-cp310-cp310-manylinux_2_28_x86_64.whl (35.6 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.28+ x86-64

mediapipe-0.10.21-cp310-cp310-macosx_11_0_x86_64.whl (49.1 MB view details)

Uploaded CPython 3.10macOS 11.0+ x86-64

mediapipe-0.10.21-cp310-cp310-macosx_11_0_universal2.whl (49.2 MB view details)

Uploaded CPython 3.10macOS 11.0+ universal2 (ARM64, x86-64)

mediapipe-0.10.21-cp39-cp39-win_amd64.whl (50.9 MB view details)

Uploaded CPython 3.9Windows x86-64

mediapipe-0.10.21-cp39-cp39-manylinux_2_28_x86_64.whl (35.6 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.28+ x86-64

mediapipe-0.10.21-cp39-cp39-macosx_11_0_x86_64.whl (49.1 MB view details)

Uploaded CPython 3.9macOS 11.0+ x86-64

mediapipe-0.10.21-cp39-cp39-macosx_11_0_universal2.whl (49.2 MB view details)

Uploaded CPython 3.9macOS 11.0+ universal2 (ARM64, x86-64)

File details

Details for the file mediapipe-0.10.21-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 d07b5e69308411161286ea4e48be2ea3e9ab62745143fcb0cb4acced0517e341
MD5 14d77acd90b5f5ec9690230292f2e62e
BLAKE2b-256 b779b77808f8195f229ef0c15875540dfdd36724748a4b3de53d993f23336839

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp312-cp312-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp312-cp312-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 956eb1ebc275c629e61b085b2cab89c3a5b9e93bad1bb107348d98dafb5a4bb5
MD5 9e5e10cf7625179bffd29fb87589c6eb
BLAKE2b-256 9f995da7ae7f7e25847383bc2fe5a9adc7ce150dd371682f486c0666b407cad7

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp312-cp312-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp312-cp312-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 96bf0dafa9851c74b1f930090193f23c257ccf4bb1bdebbd2ca3a02397011c0e
MD5 7946f5fd2463a7bd10ac79bd0e2c6c0e
BLAKE2b-256 8934f490f2e1614c021679fe757b08fdedd6100fd18f21111532af8864d006fe

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp312-cp312-macosx_11_0_universal2.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp312-cp312-macosx_11_0_universal2.whl
Algorithm Hash digest
SHA256 a65508f8c0e28a73f519c8a717f95949b9d5b2fb3bf4a632b181cdb71224d62e
MD5 4292e2bf9bd7d24e9dc9e812d4a30eab
BLAKE2b-256 f1dfb1912b0d4e88c70a969258b201737c92ea268a90650c470ee842833a6690

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 c9ad3adcf2b606f0ebde89afce29da8852f1c93f4fcb7f8dc93d72313625aa6d
MD5 2d4ba697f280e03b7113d8f4ae15b0a1
BLAKE2b-256 c51f0b2bc80d76d996801113c800e386f7b33aeaec663e2e8ee83695c0dfbde8

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp311-cp311-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp311-cp311-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 05dc4a9e593655a79558d05d6227d31018c2537a4bd3362b51e230cf22aecfe3
MD5 636ac5c0e2960a352dc080e67c3310cb
BLAKE2b-256 ad8356f760fecdc60de84c529d6c05c9dfc7d972617c6632bd254d5e021e5b16

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp311-cp311-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp311-cp311-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 fabb8c4703b982dfbc918e939d340202db5d74603f7948c98eeef56166a6cac4
MD5 968aeaa1552f3f6c42ea298110aeda8f
BLAKE2b-256 c578b1bd10f9941eb5853a669d4a72d96010b43c45a8241a90a3c017c543697b

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp311-cp311-macosx_11_0_universal2.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp311-cp311-macosx_11_0_universal2.whl
Algorithm Hash digest
SHA256 b4946abad54d62812ce4c543187373a4872985fd66cd43fe7437f4b95d53d9ec
MD5 fa6ec7654387b1a39a50aafcc9ce5198
BLAKE2b-256 6e37bd9a3cc4d9b8af54fe40a4858ddd7397e163e079dd67eccec7a948f598a9

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp310-cp310-win_amd64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 05cf8b57130c723f12ecb8273fea79038e86775925659cdfe61674627b9da65e
MD5 6f4dc6790b986b82577cd5db492f4d78
BLAKE2b-256 de88aa7fd24beb9d47283fdc271032c749be795c0cfe98eee13f624d6e1b15f4

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp310-cp310-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp310-cp310-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 b838d2fc85e7b17e7dd3ceabf2d5b832f6834438c8065506cd2d4ef0aa9f83cc
MD5 e1ee202d4cd71f8bc1352a548758c008
BLAKE2b-256 419f838762bcfd3236d66e196b8c076c8bd26d749b9c52947a6b9201be034668

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp310-cp310-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp310-cp310-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 1861f24bd64fbec87364e4d1ea1c4a648d94a8cafbd2def249039c03bd63c0be
MD5 de63694bfc7d4cea7c5c895e0a2c9c13
BLAKE2b-256 d4cc5a7b367f444b7524d907209af796b3be46d35a90f53ee40ee614b03c7a5b

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp310-cp310-macosx_11_0_universal2.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp310-cp310-macosx_11_0_universal2.whl
Algorithm Hash digest
SHA256 b7cf0756f38f81b6d1cbc77bf78aeba53e4c99270a400388fdecabc3350264d8
MD5 d20d3175f714ccc2b0e9f4482c57e390
BLAKE2b-256 66855be11ee221b04cd1496131222199ad6469bd49e377157b84b0895325afb2

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: mediapipe-0.10.21-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 50.9 MB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.2

File hashes

Hashes for mediapipe-0.10.21-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 c259cd99cdeb00f9a4b90ffc80fa03071661d322e332411eb6349bb0ae7c35b3
MD5 015a184603d1ad715575667012270e40
BLAKE2b-256 b356b3061a99ab267e216cade90a1bcbbfe50f055d1a136291e1bc30aec26235

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp39-cp39-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp39-cp39-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 6080934c25cbef89a01578abd3d501ba2b6d55bcd324bc64443c765436c2549d
MD5 aec232059f7c8fabceb04ec6ac87dc63
BLAKE2b-256 9b41e120409dd565917df7f0de0f6be962315e7b15206d970a5c4f7be629a3f4

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp39-cp39-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp39-cp39-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 7bb52891a64bd855774d6c69f03cbdc7d297980fbefc454343d2da6e78d49c2e
MD5 955de6f972ec09bbeea69b19fced6a8a
BLAKE2b-256 257229e0f39626b26f66d1c190a76cf870d56c4f69d14633eb75d7502b1e26e2

See more details on using hashes here.

File details

Details for the file mediapipe-0.10.21-cp39-cp39-macosx_11_0_universal2.whl.

File metadata

File hashes

Hashes for mediapipe-0.10.21-cp39-cp39-macosx_11_0_universal2.whl
Algorithm Hash digest
SHA256 0dcf57fca3a93474e627d8bfdb364a03973879b755b58e19f287d15dc81c980b
MD5 ba74d5827914b5be6f9418356b169bda
BLAKE2b-256 a22159f287377f51b184af1a2b49e1e3e41dc241a0fc6d73479f793922bdb155

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page