Awesome MediaPipe
A curated list of awesome MediaPipe related frameworks, libraries and software. Inspired by awesome-go.
Contributing
Please take a quick gander at the contribution guidelines first. Thanks to all contributors; you rock!
If you see a package or project here that is no longer maintained or is not a good fit, please submit a pull request to improve this file. Thank you!
Contents
Desktop examples
Desktop examples of using MediaPipe.
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How to create Bazel project using MediaPipe as external dependence
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Connecting openFrameworks to Google MediaPipe Machine Learning Framework over UDP
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MediaPipe Python examples using WebRTC based OSSDC VisionAI platform
Android examples
Android examples.
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MediaPipe face detection gpu demo with MediaPipe's Android archive library
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MediaPipe multi-hand tracking gpu demo with MediaPipe's Android archive library
iOS
iOS examples.
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Tutorial to create an importable iOS framework: Find memes that match your facial expression ๐ฎ
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How to build MediaPipe hand tracking (iOS) as an Xcode project
Myriad X VPU
DepthAI cameras examples.
Unity
frameworks
iOS frameworks.
Cloud examples
Cloud examples.
TensorFlow and TFllite related
TensorFlow and TFLite examples.
- Face tracking web utility with applied filters for headtracking spatial audio uses
- Sample code for sharing and testing TFLite models quantized and optimized for ARM devices (e.g. RaspberryPi) with BlazeFace, FaceMesh, BodyPix, and Objectron
Python related
Python.
Flutter related
Pytorch related
Pytorch examples.
Sign language hand gesture related
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System for recognizing signs of the german sign language (DGS) from live webcam
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Hand commander: MQTT implementation of custom hand gestures running on raspberry pi
Nvidia Jetson integration, draft [beta]
Resources
Where to discover new MediaPipe libraries.
Meetups
Add the group of your city/country here (send PR)
Websites
- 3D Web Hands with MediaPipe + tf.js
- Handsfree.js.org - A wrapper library around MediaPipe with a plugin system for quickly creating and sharing handsfree user experiences. Features detailed guides and documentation, integrations and boilerplates, chrome extensions, and more
Tutorials
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Creating Calculators, Beyond the Documentation - Read this after reading the documentation by students at UC Satna Barbara
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MediaPipe with Custom tflite Model - Getting started tutorial by engineers at Indian startup Fynd