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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.
Thank you aaronhma & contributors
View Topic on GitHub:
aaronhma/awesome-tensorflow-js
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Documentation
Tutorials
A WebGL accelerated JavaScript library for training and deploying ML models.
Google's fast-paced, practical introduction to machine learning.
Google Developers Codelabs provide a guided, tutorial, hands-on coding experience.
Full online course for web devs to get into TF.js.
Models/Projects
Pretrained models for TensorFlow.js
Examples built with TensorFlow.js
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.
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.
Blog & Posts
Covers building models in JavaScript and using them in the browser or in Node.js.
Powered by TensorFlow.js
Code & slides for ng-conf 2020!
NSFW detection on the client-side via TensorFlow.js
Libraries
A WebGL accelerated JavaScript library for training and deploying ML models.
JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
A library for prototyping realtime hand detection (bounding box), directly in the browser.
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!
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!
Contributions
Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js