Curated list of awesome lists
(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.
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.
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.
ml5.js - Friendly machine learning for the web.
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!
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.
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.