Week 2 2019 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

• 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

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, meeting on Friday 1-2pm
• Windows and Mac OS command line Intro: https://tutorial.djangogirls.org/en/intro_to_command_line
• Youtube Channels: Siraj Raval(https://www.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A), 3Blue1Brown

Add your name/link to your assignment below

• Your name, [Project name](Project Link), Project Description

• Cara Neel, Use Custom Gestures to Make Magic Happen, Make Sounds and Sparkles with custom gestures.

• Andrew Lee, demo, repo, vis MobileNet activations used for kNN classification,

• Hayk Mikayelyan, Webcam2Emoji, Webcam to Emoji converter

• Rebecca (Jingyi) Zhou, Crazy flappy bird, Play flappy bird game with custom gestures.

• Vibert Thio, Air Piano. Based on Andrew Lee's architecture.

• Abi Muñoz, Face Scroll, Use Your Face to Scroll a Webpage

• Atharva Patil Museum exhibit, Framework for museums to exhibit details about their pieces with custom object detection.