Style transfer with a Google Colab Notebook and cloud GPU — No fancy GPU processor? No time to leave your machine crunching for endless hours on a single machine learning task? Problems installing the endless dependencies your model requires? No problem. Google Colab Notebooks are Jupyter Notebooks that run in the browser, using $10/month cloud GPU infrastructure from Google. …

Train a machine learning model using TensorFlow and DeepLab to perform image segmentation and separate your chosen subject from its background in any photo — Summary This tutorial covers how to set up DeepLab within TensorFlow to train your own machine learning model, with a focus on separating humans from the background of a photograph in order to perform background replacement—also known as image segmentation.

The Problem: CSS for :visited links is restricted to a few select properties for security reasons. Is there a way to style these properties without introducing complex state-management to a vanilla javascript app? TLDR: Utilize HTML local storage to store visited links in an array, and apply a javascript class accordingly to give…

How to create an endless loop of synthetically-generated StyleGAN landscapes with smooth transitions using RunwayML and P5.js — An Example of What You’ll Be Making:

This article shows how to log contact form data that a user submits through your website into a Google Spreadsheet. TLDR: Set up the API Create a blank Google Sheet Enable the Sheets API Create an API Key Create an OAUTH Client ID Include the Google Sheets API Javascript Program your…

TLDR: OpenCV’s camera doesn’t handle a mobile device’s portrait mode well by default. Grab the code below and drop it into CameraBridgeViewBase to utilize the OpenCV rear and front facing Camera in full screen portrait orientation. Jump to: Android’s Matrix When to update Getting dimensions Orienting based on front or…

TLDR: Download the course material for: Visual Machine Learning, Machine Learning in Writing and Speech, and Machine Learning in Audio/Music. Goals for this course material I recently taught a series of workshops on Machine Learning at Pacific Northwest College of the Art’s Make+Think+Code program, and thought I’d make my course materials available online, with 3…

This is part 1 of my art focused Machine Learning Course. Click here to access the overview, which provides links to the other workshops in the series. In this class we will be looking at Machine Learning as it relates to visuals: images, videos, etc. …

This is part 2 of my art focused Machine Learning Course. Click here to access the overview, which provides links to the other workshops in the series. Machine learning models within the context of language can operate quite differently than those used in Image Processing and other applications. For starters…