Code Monkey home page Code Monkey logo

unitypythonmediapipebodypose's Introduction

Multithreaded Unity Python MediaPipe Body/Pose

Overview

This is a project that tests Google MediaPipePose inside of Unity using Python bindings. Reading the WebCam and running the model occur on different threads. Basically, it's configurable full body tracking using a WebCam. What's more is that you can stay inside of a Python environment for all the mediapipe stuff (use all your usual libraries).
image showing waving

Installation

  1. Install Python and Unity (2021.3.17f1 was used, but any version close to that should be fine).
  2. pip install mediapipe
  3. Clone/download this repository.
  4. Run main.py using Python.
  5. Run the Unity project.
  6. Go back to the Unity view to see your body being tracked in real time.

Notes:

  • See global_vars.py for some basic configuration options to speed up/improve precision of the detection.
  • Wearing clothing that contrasts with a background helps a fair bit.
  • The architecture and performance has been greatly improved since my last project where I experimented with MediaPipeHands.

unitypythonmediapipebodypose's People

Contributors

ganeshsar avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.