TensorFlow.js

Awesome TensorFlowJS Awesome

TensorFlow.js is an open source software library to develop machine learning models in JavaScript, and use machine learning (training and inference) directly in the browser or Node.js.

This list is a collection of the best TensorFlow.js tools, resources, videos and shiny things.



Learn

Documentation

Tutorials

Models/Projects

Papers

Videos

Books

Blog & Posts

Powered by TensorFlow.js

  • Handwritten Digit Classification - A showcase project for NgConf 2020 talk on A Journey into the World of Machine Learning with TensorFlow.js.
  • NSFWJS - Indecent Content Checker - A friendly library to check images to see if they are indecent content on either the client or the server!
  • Pose Animator - A tool to bring SVG characters to life in the browser via motion capture.
  • LipSync - A web-based, playful, interactive experiences to lip sync to your favorite songs.
  • BodyPix - A real-time person and body-part segmentation in the browser.

Tools

Libraries

  • TensorFlow.js - A WebGL accelerated JavaScript library for training and deploying ML models.
  • ml5.js - Friendly machine learning for the web.
  • face-api.js - JavaScript API for face detection and face recognition in the browser and Node.js with tensorflow.js.
  • handtrack.js - A library for prototyping realtime hand detection (bounding box), directly in the browser.
  • magenta.js - Music and Art Generation with Machine Intelligence in the Browser.
  • Danfo.js - High-performance, intuitive, and easy-to-use data structures for manipulating and processing structured data. (Inspired by Pandas)

Tools/Utilities

  • Glitch - Build fast, full-stack web apps in browser for free (Tensorflow.js templates).
  • CodePen - bit.ly/codepen-tfjs Best place to build, test and discover front-end code (Tensorflow.js templates).
  • TensorFlow Playground - Tinker With a Neural Network Right Here in Your Browser!
  • AiJS - A curated collection of inspirational AI-powered JavaScript apps.
  • Teachable Machine - Train a computer to recognize your own images, sounds, & poses!
  • TensorPlayground.com - Write, modify, and view tensors directly in the browser. Then share the code with others.

Community

Online Community

Social Media

Contributions

Your contributions are always welcome!

If you want to contribute to this list (please do), send me a pull request or contact me @aaronhma on Twitter Also, if you notice that any of the above listed repositories should be deprecated, due to any of the following reasons:

  • The repository's owner explicitly says that "this library is not maintained".
  • Not committed for long time (2~3 years).

More info on the guidelines.

NOTE: In order to create an community that is welcome for all, ALL contributors MUST agree to the Code of Conduct.