Week 2 2020 Fall

Homework:

• Reading:

  • How to build a Teachable Machine with TensorFlow.js

• Video:

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

• Coding:

  • Add new outputs to the KNN Image Classifier example, mix it with videos, games, or physical computing. Publish your project on 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: [email protected], ml5 slack: ml5js.slack.com

Add your name/link to your assignment below

• Your name, [Project name](Project Link), Project Description
• Julie Lizardo, KNN Classifier, Move a character across the screen by alternating your hands on camera
• Ji Park Interactive Typography, Interactive typography using your hand motion.
• Tianjun Wang Overwork camera
• Philip Cadoux, Ukulele Visualizer
• Sihan Zhang, Blow the Dandelion!
• KJ Ha, Sign to Emoji
• Zoe Gao, Turn off Zoom Cam
• Yen, Fire and its rain
• Jeeyoon Hyun, Moving spinners
• Rae Ruilin Huang, Good posture, Bad posture
• Michelle Sun, Controlling the Ball