HI && AI: A talk at JSConfHI, 2019 https://www.youtube.com/watch?v=AGtDAO_a9Mk
- Full deck as PDF at (beware 57M download): https://github.com/mudphone/JSConfHI_HIandAI/blob/master/JSConfHI_HIandAI.pdf
- Kyle McDonald's FaceTracking demo in P5js & ML5js: http://kylemcdonald.github.io/cv-examples/FaceTracking/
- Gene Kogan's ML 4 Artists guides
- Gene Kogan's ML 4 Artists examples
- Gene Kogan's ML4A example for Reverse Image Search
- Gene Kogan's ML4A example for Shortest Path
- X Degrees of Separation, by Mario Klingemann and Simon Doury for Google Arts & Culture Experiments
- Principal Component Analysis on Wikipedia
- dlib C++ library (has a Python API)
- Visual Intro to Machine Learning, Part 1
- Visual Intro to Machine Learning, Part 2, Model Tuning and the Bias-Variance Tradeoff
- Daniel Shiffman's Coding Train an amazing resource for learning programming using Processing, P5.js, and ML5.js.
- P5.js, used in a lot of web ML examples, and an awesome community
- ML5.js, "Friendly Machine Learning for the Web"
- Spell, train neural networks without worrying about hardware (GPUs, and CUDA configuration)
- Coding Train, Introduction to Spell
- Coding Train, Style Transfer using Spell with Yining Shi
- Coding Train, Text Generation using Spell with Nabil Hassein
The unprecedented is necessarily unrecognizable. When we encounter something unprecedented, we automatically interpret it through the lenses of familiar categories, thereby rendering invisible precisely that which is unprecedented.
- Shoshana Zuboff, The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power
BALLISTIC MISSLE THREAT INBOUND TO HAWAII. SEEK IMMEDIATE SHELTER. THIS IS NOT A DRILL.
- My phone
A worthwhile exercise would be to delete the word ‘technology’ from our vocabularies in order to see how quickly capitalism's objectives are exposed.
- Shoshana Zuboff, The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power
…inefficiency is precisely what shelters us from the inhumanity of Taylorism and market fundamentalism. When inefficiency is the result of a deliberative commitment by a democratically run community, there is no need to eliminate it, even if the latest technologies can accomplish that in no time.
- Evgeny Morozov, To Save Everything, Click Here: The Folly of Technological Solutionism
…technology is not and never can be a thing in itself, isolated from economics and society. This means that technological inevitability does not exist.
- Shoshana Zuboff, The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power