Intro to Computer Vision and Machine Learning

Spring 2020

• Home
• Final Projects
• Syllabus
• Schedule
• Assignments
• Code
• Resources
• Artists+Artworks
• Slack
• Canvas
• Sample Portfolio

Resources

Readings

Excavating AI: The Politics of Images in Machine Learning Training Sets | by Kate Crawford and Trevor Paglen | 2019

Invisible Images | by Trevor Paglen | 2016

Computer Vision for Artists and Designers: Pedagogic Tools and Techniques for Novice Programmers | by Golan Levin | 2006

Designing Programs | Mark Webster | 2018

Neat Code Art

Sonification Studies | stc

p5 Demos | Matt DesLauriers

Links to make pretty later

• https://designingprograms.bitbucket.io
• https://github.com/genekogan/ofxTSNE
• https://peterbeshai.com/blog/2018-10-28-p5js-ccapture/
• https://github.com/spite/ccapture.js
• https://www.youtube.com/watch?v=vEetoBuHj8g
• Training a custom Pix2Pix model using Pix2PixHD https://www.youtube.com/watch?v=TVCZLb1qe_0
• Heavy Truncation https://www.youtube.com/watch?v=WhguuOrTZLY
• flickr scraper https://github.com/antiboredom/flickr-scrape
• Affine Transformations