Week 2 2023 Spring

Homework:

• Reading:

  • How to build a Teachable Machine with TensorFlow.js

• Video:

  • Teachable Machine 1: Image Classification
  • Coding train: ml5.js: KNN Classification part 1- 3

• Coding:

  • Add new outputs to the Image Classifier example, mix it with videos, games, or physical computing. Publish your project on p5 web editor, GitHub or your own blog, or record a video and put it on your blog. Add your project link below.

See demos live

• Teachable Machine Video
• KNN Image Classifier Video
• KNN Image Classifier Video + Sound
• KNN Image Classifier Video + Square
• Regression with feature extractor

Inspirations about KNN image classifier:

• Getting Alexa to Respond to Sign Language Using Your Webcam and TensorFlow.js, live demo
• Teachable machine
• Objectifier Spatial Programming
• Pacman with tf.js
• Pong ML Game
• Play Pong with your webcam from ml4a
• Project Euphonia
• Teachable Snake
• Teachable Sorter
• Teachable Arcade
• Eyeo Festival 2019 - Coding train, code

Resource:

• KNN image classifier in ml5.js
• Brick breaker game in p5.js
• Snack game in p5.js

Questions?

• add your question here

• ML books
  • Make Your Own Neural Network
  • Deep Learning
• ml5js email group: ml5@itp.nyu.edu, ml5js Discord

Add your name/link to your assignment below

• Your name, [Project name](Project Link), Project Description
• Mica, Do you like this?, a quiz game to answer if you like some foods and singers by doing a heart with your arms.
• Austen Sneak Peak Game (WIP), Blog, a game that encourages you to close your eyes and take some breaks from the screens (the game is still WIP, the current page only supports eye closed/open detection)
• Sim Training Earth
• Ding The leader
• Shauna Rock, paper, scissors
• Rui Irradiated seal
• Long Emojis
• Nancy pick up your cup or phone
• Spencer, Interpretive Beats, a new way of approaching the art of beatmaking.
• Keyi, Send Me Home
• Kevin, Religious Symbols
• Athena, background, and an old ICM assignment