User Experience on mobile might not be great yet, but I'm working on it.

Your first time on this page? Allow me to give some explanations.

Awesome TensorFlow.js

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

Here you can see meta information about this topic like the time we last updated this page, the original creator of the awesome list and a link to the original GitHub repository.

Last Update: Nov. 26, 2020, 6:13 a.m.

Thank you aaronhma & contributors
View Topic on GitHub:
aaronhma/awesome-tensorflow-js

Search for resources by name or description.
Simply type in what you are looking for and the results will be filtered on the fly.

Further filter the resources on this page by type (repository/other resource), number of stars on GitHub and time of last commit in months.

Documentation

Tutorials

A WebGL accelerated JavaScript library for training and deploying ML models.

14.26K
1.35K
3d
Apache-2.0

Google's fast-paced, practical introduction to machine learning.

Google Developers Codelabs provide a guided, tutorial, hands-on coding experience.

Models/Projects

Pretrained models for TensorFlow.js

7.71K
2.35K
17d
Apache-2.0

Examples built with TensorFlow.js

4.79K
1.66K
24d
Apache-2.0

Explore pre-trained TensorFlow.js models that can be used in any project out of the box.

Various pretrained models for TensorFlow.js on NPM.

See examples and live demos built with TensorFlow.js!

Papers

This paper describes the design, API, and implementation of TensorFlow.js, and highlights some of the impactful use cases.

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.

Videos

The YouTube content focuses on TensorFlow ecosystem updates.

Train Rock Paper Scissors on your machine and watch the results with your webcam!

Manipulate image tensors to percieve color blindness, live coding.

Books

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.

A guide to building ML applications integrated with web technology using the TensorFlow.js library by Kai Sasaki.

Blog & Posts

Powered by TensorFlow.js

Libraries

A WebGL accelerated JavaScript library for training and deploying ML models.

14.26K
1.35K
3d
Apache-2.0

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

11.32K
2.36K
7m
MIT

A library for prototyping realtime hand detection (bounding box), directly in the browser.

1.76K
172
4m
n/a

Friendly machine learning for the web.

Music and Art Generation with Machine Intelligence in the Browser.

Tools/Utilities

Build fast, full-stack web apps in browser for free (Tensorflow.js templates).

bit.ly/codepen-tfjs* Best place to build, test and discover front-end code (Tensorflow.js templates).

Tinker With a Neural Network Right Here in Your Browser!

A curated collection of inspirational AI-powered JavaScript apps.

Train a computer to recognize your own images, sounds, & poses!

Write, modify, and view tensors directly in the browser. Then share the code with others.

Online Community

Social Media

See what the community has made and share your work!

Lead of AI Developer Relations at Google.

Co-lead of TensorFlow.js.

Co-creator of TensorFlow.js.

World's youngest TensorFlow contributor!

Product Manager for TensorFlow.

Developer advocate for TensorFlow.js.

Web & Machine Learning GDE.

Contributions

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

67
5
36d
CC0-1.0