khabya/awesome-mediapipe

A curated list of awesome MediaPipe related code examples, libraries and software

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If you see a package or project here that is no longer maintained or is not a good fit, please submit a pull request to improve this file.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

• Awesome MediaPipe

  • Desktop examples
  • Android examples
  • iOS examples
  • Unity examples
  • Cloud examples
  • TensorFlow and TFlite related
  • Python related
  • Pytorch related
  • Sign language hand gesture related
  • Nvidia Jetson integration

• Resources

  • Conferences
  • Meetups
  • Websites
    • Tutorials

Desktop examples

Desktop examples of using MediaPipe.

• How to readout detection proto for Object Detection example

• How to create Bazel project using MediaPipe as external dependence

• Connecting openFrameworks to Google MediaPipe Machine Learning Framework over UDP

• Sign gesture recognition with Mediapipe

Android examples

Android examples.

• MediaPipe face detection gpu demo with MediaPipe's Android archive library

• MediaPipe multi-hand tracking gpu demo with MediaPipe's Android archive library

• MediaPipe hair segmentation example in gradle

• Kotlin port of running MediaPipe hand tracking example

iOS

iOS examples.

• Tutorial to create an importable iOS framework: Find memes that match your facial expression 😮

• How to build MediaPipe hand tracking (iOS) as an Xcode project

Unity

• Unity hand tracking with MediaPipe

• Unity MediaPipe Plugin

frameworks

iOS frameworks.

• Prebuilded framework for upper body pose tracker

• Prebuilded framework for hand tracker

Cloud examples

Cloud examples.

• How to install MediaPipe on GPU instance in Amazon EC2.

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

• Flutter package for MediaPipe Hand tracking example to generate both iOS and Android apps

Pytorch related

Pytorch examples.

Sign language hand gesture related

• Sign Language Gesture Recognition Android

• Sign language gesture recognition using a recurrent neural network (RNN) with Mediapipe hand tracking

• System for recognizing signs of the german sign language (DGS) from live webcam

• Hand commander: MQTT implementation of custom hand gestures running on raspberry pi

Nvidia Jetson integration, draft [beta]

• Step by step tutorial on MediaPipe on Nvidia Jetson

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

Tutorials

• MediaPipe with Custom tflite Model - Getting started tutorial by engineers at Indian startup Fynd