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  • 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

  • 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