WebGL-accelerated machine learning JavaScript library for training and deploying models.
See what the community has made and share your work!
World's youngest TensorFlow contributor!
Co-creator of TensorFlow.js.
Web & Machine Learning GDE.
Developer advocate for TensorFlow.js.
Lead of AI Developer Relations at Google.
Co-lead of TensorFlow.js.
Building
Product Manager for TensorFlow.
Various pretrained models for TensorFlow.js on NPM.
Full online course for web devs to get into TF.js.
A real-time person and body-part segmentation in the browser.
Manipulate image tensors to perceive color blindness, live coding.
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 Francois Chollet.
TensorFlow.js tutorials and best practices.
Google Developers Codelabs provide a guided, tutorial, hands-on coding experience.
A guide to building ML applications integrated with web technology using the TensorFlow.js library by Kai Sasaki.
A showcase project for NgConf 2020 talk on **A Journey into the World of Machine Learning with TensorFlow.js**.
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.
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.
A web-based, playful, interactive experiences to lip sync to your favorite songs.
Google's fast-paced, practical introduction to machine learning.
A friendly library to check images to see if they are indecent content on either the client or the server!
Covers building models in JavaScript and using them in the browser or in Node.js.
The YouTube content focuses on TensorFlow ecosystem updates.
See examples and live demos built with TensorFlow.js!
Examples built with TensorFlow.js!
Pretrained models for TensorFlow.js.
Explore pre-trained TensorFlow.js models that can be used in any project out of the box.
A tool to bring SVG characters to life in the browser via motion capture.
TensorFlow.js for Web Developers by Charlie Gerard.
Deep Learning in Web App Development by Juan De Dios Santos Rivera.
Train Rock Paper Scissors on your machine and watch the results with your webcam!
A collection of TensorFlow.js projects, tutorials, videos, and more.
This paper describes the design, API, and implementation of TensorFlow.js, and highlights some of the impactful use cases.
TensorFlow Dev Summit 2020.
A curated collection of inspirational AI-powered JavaScript apps.
bit.ly/codepen-tfjs* Best place to build, test and discover front-end code (Tensorflow.js templates).
High-performance, intuitive, and easy-to-use data structures for manipulating and processing structured data. (Inspired by Pandas)
JavaScript API for face detection and face recognition in the browser and Node.js with tensorflow.js.
Build fast, full-stack web apps in browser for free (Tensorflow.js templates).
A library for prototyping realtime hand detection (bounding box), directly in the browser.
Music and Art Generation with Machine Intelligence in the Browser.
Friendly machine learning for the web.
Train a computer to recognize your own images, sounds, & poses!
Tinker With a Neural Network Right Here in Your Browser!
A WebGL accelerated JavaScript library for training and deploying ML models.
Write, modify, and view tensors directly in the browser. Then share the code with others.