deep learning | Javascript & Machine Learning

Image Upscaling with Javascript
Sep 28 2020 19 min read
Image Upscaling in your browser lets you reduce your image sizes up to 1/16th. That means a 725kb image becomes 10kb. Learn how to do this and more with Super Resolution in Javascript.
Image Classification with Javascript
Aug 16 2018 17 min read
Leverage Transfer Learning on the web to train an accurate image classifier in less than a minute with just a few labeled images.
MNIST image data in Tensorflow.js
May 29 2018 6 min read
A walk-through manipulating image data in the browser.
Hello World with Tensorflow.js
May 17 2018 8 min read
The good news is that getting started with machine learning today has never been easier. In fact, if you’re reading this it means you already have the tools you need to dive right in.
Use cases for Tensorflow.js
May 16 2018 5 min read
Examples of client-side machine learning
Common Patterns for Analyzing Data
Mar 12 2018 28 min read
An analysis of several different data analyses, and a distillation of best practices understanding datasets
Standing on the shoulders of giants
Jan 23 2018 3 min read
Thoughts on building on others’ models
Building a Deep Learning / Cryptocurrency PC (#4): AI
Jan 1 2018 7 min read
Part 4 of my experience building a Deep Learning PC
Building a Deep Learning / Cryptocurrency PC (#1): The Hardware
Sep 25 2017 8 min read
Part 1 of my experience building a Deep Learning PC