SchoolOfMa Machine Learning Workshop - Week 1

Course Schedule Google Doc

Course Slack Channel

Downloads Day 2

• Processing (required)

  Download and install

• Wekinator (required)

  Download and install

• Processing examples for Wekinator (ml4ixd - required)

  Download, unzip and place on desktop

• ml4a-ofx openFrameworks executables (Mac only!)

  Download the ml4a-ofx.zip, unzip and place on desktop

  If setup.sh does not work (did not work last night), manually download these files and place them in the data folder:

  shape_predictor_68_face_landmarks.dat - (needs to be unzipped!)

  image-net-2012.sqlite3

Day 3 links

Make something into Wekinator input/output

• Shiffman motion detection video
• Shiffman motion detection code
• Turn something into a Wekinator input
• Turn something into a Wekinator output

Additional examples + connected software

• More examples from Wekinators website

Controlling Wekinator via OSC

• Detailed instructions page on Wekinators website

LiveOSC + AbletonOSC for Ableton

• Download this zip instead
• Setup step 1 img:
• Setup step 2 img
• Setup step 3 img
• Written guide

Paint With Code - Intro to Processing / p5js

• Zip with examples for Processing
• Website with exampels for P5.js

Day 4 links

Downloads

• Official ml5js examples
• Genes ml5js examples
• Brackets code editor (optional)

New to p5.js? Perhaps check out

• Official p5.js reference
• Running a local server (without Brackets)
• Overview of differences between p5.js and Processing
• My small site with examples for p5.js aimed at beginners

p5.js + knn classification (a bit outdated perhaps?)

• Link + online examples

Day 5

• Networking slides + exercise

• Summary of tools for week 1

Slides

• Andreas Refsgaard project slides
• Wekinator slides
• Rapid Prototyping Yoga Exercise

Additional resources

• Machine Learning for Artists (ML4A)

  Community and Github repository

• Machine Learning 101 slides

  By Jason Mayes

• Paperspace

  Cloud computing service for training machine learning models

• Tensorflow.js

  A WebGL accelerated, browser based JavaScript library

• Leap Motion SDK

  Software Development Kit for Leap Motion - needed to run Leap Motion examples

• P5.js

  P5.js a JS client-side version of Processing

• ML5 - Friendly Machine Learning For The Web

  Machine Learning library for P5.js using tensorflow.js

• Rapid-Mix

  Toolkit for sensor integration, machine learning & interactive audio (C++ / JS)

• Teachable Machine

  Google AI experiment - Teach a machine to using your camera, live in the browser.

  The boilerplate (hackable) version of Teachable Machine can be found here.

• ofxGRT

  The GRT is a cross-platform, open-source, C++ machine learning library designed for real-time gesture recognition (openFrameworks)

• Weki Input Helper

  The “WekiInputHelper” is a simple application that can sit in between your feature extractor and Wekinator to do common types of processing on your features.

Andreas Refsgaard website

Gene Kogan website