Git Product home page Git Product logo

unity-barracuda-objectron-webgl's Introduction

Unity-Barracuda-Objectron-WebGL

Unity BarracudaでMediaPipe Objectron(Shoe)を動作させるサンプルです。
また、現時点(2021/06/03)でUnityのWebGLはCPU推論のみのサポートです。


※上記イメージはブラウザ上でのWebGL実行(CPU推論)

Demo

動作確認用ページは以下。
https://kazuhito00.github.io/Unity-Barracuda-Objectron-WebGL/WebGL-Build

Requirement (Unity)

  • Unity 2021.1.0b6 or later
  • Barracuda 1.3.0 or later

FPS(参考値)

WebCamController.cs の Update()の呼び出し周期を計測したものです。
推論に非同期処理のため、FPSは見かけ上のFPSであり、推論自体のFPSではありません。

Objectron(Shoe)
WebGL
CPU:Core i7-8750H CPU @2.20GHz
約2.9FPS
CSharpBurst
Unity Editor
GPU:GTX 1050 Ti Max-Q(4GB)
約45FPS
ComputePrecompiled

※下記イメージはUnity Editor上での実行(GPU推論)

Convert to ONNX

tflite2onnx.ipynbを上から順に実行してください。

Reference

ToDo

  • worker.Execute()に渡す入力形式をWebGLビルドと通常ビルドで切り分ける
    (WebGLビルド:float配列、通常ビルド:Texture)

Author

高橋かずひと(https://twitter.com/KzhtTkhs)

License

Unity-Barracuda-Objectron-WebGL is under Apache v2 License.

unity-barracuda-objectron-webgl's People

Contributors

kazuhito00 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.