Awesome TensorFlowJS
Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js
This page lists names, links and short descriptions. The original list on GitHub is the source and belongs to its authors.
Learn >Documentation
Learn >Tutorials
TensorFlow.js gallery
A collection of TensorFlow.js projects, tutorials, videos, and more.
In 2 lists
Machine Learning Crash Course
Google's fast-paced, practical introduction to machine learning.
In 7 listsDetails
Google Codelabs
Google Developers Codelabs provide a guided, tutorial, hands-on coding experience.
In 3 lists
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.
Learn >Models/Projects
Official tfjs models on TensorFlow.js repo
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
Examples built with TensorFlow.js!
Official tfjs demo website
See examples and live demos built with TensorFlow.js!
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.
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.
Learn >Books
Deep Learning with JavaScript
Learn to use TensorFlow.js to build deep learning models that run directly in the browser, master all the basics of deep learning and explore advanced concepts, like retraining existing models for transfer learning and image generation by Shanqing Cai, Stanley Bileschi, Eric D. Nielsen and…
Hands-On Machine Learning with TensorFlow.js
A guide to building ML applications integrated with web technology using the TensorFlow.js library by Kai Sasaki.
Learning Tensorflow.js: Powerful Machine Learning in JavaScript
In this guide, author Gant Laborde provides a hands-on, end-to-end approach to TensorFlow.js fundamentals for a broad technical audience that includes data scientists, engineers, web developers, students, and researchers.
Practical TensorFlow.js
Deep Learning in Web App Development by Juan De Dios Santos Rivera.
Practical Machine Learning in JavaScript
TensorFlow.js for Web Developers by Charlie Gerard.
Learn >Blog & Posts
Official TensorFlow.js blog
Covers building models in JavaScript and using them in the browser or in Node.js.
Learn >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!
In 2 lists
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 gallery
A collection of TensorFlow.js projects, tutorials, videos, and more.
In 2 lists
ml5.js
Friendly machine learning for the web.
In 2 lists
face-api.js
JavaScript API for face detection and face recognition in the browser and Node.js with tensorflow.js.
In 2 lists
handtrack.js
A library for prototyping realtime hand detection (bounding box), directly in the browser.
In 2 lists
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 >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).
In 7 listsDetails
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!
In 2 lists
TensorPlayground.com
Write, modify, and view tensors directly in the browser. Then share the code with others.
Community >Online Community
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.
In 2 lists
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