Week 2 2018 Fall

Homework:

• Reading:

  • How to build a Teachable Machine with TensorFlow.js
  • Real-time Human Pose Estimation in the Browser with TensorFlow.js

• Coding:

  • Add new outputs to the KNN Image Classifier example, mix it with videos, games, or physical computing
  • Or build somthing based on poseNet example.
  • 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
• Regression with feature extractor
• Posnet
• PoseNet with KNNClassification

Inspirations about KNN image classifier and PoseNet:

• 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
• Moving morrir
• Sidewalk Orchestra
• Making music by posing melody shapes to my webcam
• Make music with Posenet from ml4a

Resource:

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

Questions?

• Magenta.js?
  • magenta.js on github
  • Making music with magenta.js
• Can we train models in tf.js?
  • Training on Images: Recognizing Handwritten Digits with a Convolutional Neural Network
• New models in ml5.js
  • SketchRNN: code on ml5js-examples, Draw Together with a Neural Network
• Teachable machine with different input formats (e.g. sensors, processing, like wekinator)?

• add your question here

Add your name / link to your assignment below

• Your name, [Project name](Project Link), Project Description
• Roland, demo, git-repo, rough rewrite/modification of masking-script for skate-game based on tensorflow person-segmentation work in progress
• Dongphil Truth or Dare ML
• Joohyun Regression-curve, A generative experiment with ml5.js regression feature extractor
• Jillian Asemic Writing Teachable Machine
• Kemi Exploring KNN
• Amena - Mood Learning ML
• Amitabh, Resistor classification
• Anna Emoji filters, I used posenet to create emoji like filters.
• Azalea Week 2
• Camille, Maine Coon or Racoon??, I retrained a model using my own images to see if the machine could differentiate between two relatively similar looking animals.
• Chelsea: crazy jealous boyfriend Sound on and maybe try this with a friend.
• Chian, Challenge me or not code a game that challenges the computer
• Ivy Instrument with PoseNet
• Shreiya : Can KNN remember my succulents?, Checking if KNN can differentiate between my succulents considering it only uses the second to last layer.
• Tong : Go This Way, let you be the guide
• Youjin : QWOPoseNet,demo, Get skeletons for QWOP game