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community

Stores documents used by the TensorFlow developer community

creative-technologist-toolkit

A small library written in Google Closure to do common things fast, useful for rapid prototyping in JavaScript.

dynamic-pages

essential-js-design-patterns

Repo for 'Learning JavaScript Design Patterns'

facenet

Face recognition using Tensorflow made easier and faster with Node.js + precached Python RPC server

handlebars-helper

A helper component to make it super easy to use handlebars templates in a re-usable manner. Instead of defining script tags inline in your HTML to define templates you can instead write "template files" which will be bought in using AJAX.

headless-chrome-nvidia-t4-gpu-support

Using headless Chrome on server side environments for true client side browser emulation with NVIDIA T4 GPUs for Web AI model testing or graphical workloads

js-motion-detection

A simple yet fast motion revealing algorithm using the live webcam feed

mdl-component-design-pattern

A design pattern that elegantly handles the registration of new components such that DOM upgrades are automatically performed on document load, as well as making it super easy to handle upgrades of elements that may be added after initial page load.

mp4-video-to-jpg-batch-converter

Specify a directory, this script will search it to find all MP4 videos, convert them to JPGs at a desired FPS and resize them to a given size. Super easy!

particle-engine

A simple efficient configurable particle engine written in JavaScript using HTML5 canvas 2D which works on desktop and mobile by Jason Mayes

real-time-person-removal

Removing people from complex backgrounds in real time using TensorFlow.js in the web browser

retraining-tensorflow-classifier-using-video

Script to convert all MP4 videos in a zip archive to JPG frames at a desired FPS with unique names. It will then retrain the top layers of a binary image classifier using TensorFlow using these extracted images.

smart-content-placer

A small JavaScript class to programmatically position content with variable widths and heights and minimizing whitespace gaps. Imagine Pinterest on steroids (Pinterest only allows for variable height). By Jason Mayes

tensor-flow-on-google-compute-engine

A simple script to set up GCE environment in Google Cloud so it is ready to run TensorFlow - an Open Source Software Library for Machine Intelligence

tessel-multibox-pointer

Use your Tessel with Google Compute Engine GPU instance running Darknet YOLO via a Node.js server to perform multibox detection over websockets. We can then point a servo at the object of interest and speak out what we see via the speaker.

tfjs

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

tfjs-models

Pretrained models for TensorFlow.js

tfjs-website

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

three.js

JavaScript 3D library.

twitter-post-fetcher

Fetch your twitter posts without using the new Twitter 1.1 API. Pure JavaScript! By Jason Mayes

visualblocks

Visual Blocks for ML is a Google visual programming framework that lets you create ML pipelines in a no-code graph editor. You – and your users – can quickly prototype workflows by connecting drag-and-drop ML components, including models, user inputs, processors, and visualizations.

web-starter-kit

Google Web Starter Kit (Beta)

webgl2samples

Short and easy to understand samples demonstrating WebGL 2 features

wsk-component-design-pattern

A design pattern that elegantly handles the registration of new components such that DOM upgrades are automatically performed on document load, as well as making it super easy to handle upgrades of elements that may be added after initial page load.