Awesome TensorFlowJS 
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.
Contents
📖 Learn
📃 Documentation
📝 Tutorials
🤖 Models/Projects
📎 Papers
🎥 Videos
📚 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 Francois Chollet.
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.
📰 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.
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)
- 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.
💡 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.
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