Week 2 2021 Fall

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
• Mingxi Xu, Cocktail Classifier, Teacheable machine to recognize 5 classic cocktails
• Yilin Zou，gesture dance https://preview.p5js.org/yilinzou/present/CIYest_Qy It uses teachable machine to recognize dance gestures(lower the music first, it's a bit loud).
• Sara, Flappy Bird , Teachable machine pose project
• Zairan, Wheel of Fortune(https://editor.p5js.org/Zairan/sketches/HdwH2XR8H), See your fortune!
• Nart, TM_Drive, an attempt to use Teachable Machine to enable you to use a paper (right side black, left side white) as a steering wheel in a 3D environment. Turn the paper left and lean to turn left. Turn the paper right and lean right to turn right. Hold the paper straight and sit in the middle to go straight. Put the paper down to stop.
• Shaurya, https://wp.nyu.edu/tischschoolofthearts-shauryase/sonic-seasoning-in-fruits-and-vegetables/
• Youming, TensorFlow text toxicity
• Marcel Wang, (https://editor.p5js.org/MarcelWang/full/H_MGhlYZ7)
• Funzo, https://editor.p5js.org/fc1539/sketches/Vs0SWhsOz
• Jenny https://jennywangyw.wixsite.com/nyuitp/post/week-2-practice-tm-image-classifier
• Wendy https://brave-dinghy-437.notion.site/Ballet-Arm-Movements-a0f24368d05743619807b169eb50bcd2
• Lenin Stop the ball