awesome-tensorflow-js

Machine Learning Toolkit

A curated collection of resources and tools to help developers master machine learning with TensorFlow.js

Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js

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www.tensorflow.org/js/

Awesome TensorFlowJS / Learn / Documentation
Official Documentation
API Reference

Awesome TensorFlowJS / Learn / Tutorials
TensorFlow.js gallery 18,533 11 months ago A collection of TensorFlow.js projects, tutorials, videos, and more
Machine Learning Crash Course Google's fast-paced, practical introduction to machine learning
Google Codelabs Google Developers Codelabs provide a guided, tutorial, hands-on coding experience
Beginning ML with TensorFlow.js Full online course for web devs to get into TF.js
Effective TensorFlow.js TensorFlow.js tutorials and best practices

Awesome TensorFlowJS / Learn / Models/Projects
Official tfjs models on TensorFlow.js repo 14,180 11 months ago Pretrained models for TensorFlow.js
Official tfjs models on TensorFlow.js website Explore pre-trained TensorFlow.js models that can be used in any project out of the box
@tensorflow-models on NPM Various pretrained models for TensorFlow.js on NPM
Official tfjs examples repo 6,602 11 months ago Examples built with TensorFlow.js!
Official tfjs demo website See examples and live demos built with TensorFlow.js!

Awesome TensorFlowJS / Learn / Papers
TensorFlow.js: Machine Learning for the Web and Beyond This paper describes the design, API, and implementation of TensorFlow.js, and highlights some of the impactful use cases
JSDoop and TensorFlow.js: Volunteer Distributed Web Browser-Based Neural Network Training The experimental results show that training a neural network in distributed web browsers is feasible and accurate, has a high scalability, and it is an interesting area for research

Awesome TensorFlowJS / Learn / Videos
Official TensorFlow.js video series The YouTube content focuses on TensorFlow ecosystem updates
TensorFlow.js: ML for the web and beyond TensorFlow Dev Summit 2020
Rock Paper Scissors! Train Rock Paper Scissors on your machine and watch the results with your webcam!
Color Blind Tensors Manipulate image tensors to perceive color blindness, live coding

Awesome TensorFlowJS / Learn / Blog & Posts
Official TensorFlow.js blog Covers building models in JavaScript and using them in the browser or in Node.js
Towards Data Science

Awesome TensorFlowJS / Learn / Powered by TensorFlow.js
Handwritten Digit Classification 11 almost 3 years ago A showcase project for talk on
NSFWJS - Indecent Content Checker 8,145 11 months ago 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

Awesome TensorFlowJS / Tools / Libraries
TensorFlow.js 18,533 11 months ago A WebGL accelerated JavaScript library for training and deploying ML models
ml5.js Friendly machine learning for the web
face-api.js 16,809 almost 2 years ago JavaScript API for face detection and face recognition in the browser and Node.js with tensorflow.js
handtrack.js 2,851 over 3 years ago 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)

Awesome TensorFlowJS / Tools / Tools/Utilities
Glitch Build fast, full-stack web apps in browser for free (Tensorflow.js templates)
CodePen 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

Awesome TensorFlowJS / Community / Online Community
Twitter
Stack Overflow
Reddit

Awesome TensorFlowJS / Community / Social Media
#MadeWithTFJS See what the community has made and share your work!
Laurence Moroney Lead of AI Developer Relations at Google
Nikhil Thorat Co-lead of TensorFlow.js
Daniel Smilkov Co-creator of TensorFlow.js
Paige Bailey Building Google AI for everyone, and for every platform
Aaron Ma World's youngest TensorFlow contributor!
Sandeep Gupta Product Manager for TensorFlow
Jason Mayes Developer advocate for TensorFlow.js
Gant Laborde Web & Machine Learning GDE

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