| W | Date | theme | Reading (read before class) | videos (watch before class) | Assignment (complete before class) |
|---|---|---|---|---|---|
| 1 | 08/30 | Introduction to Machine Learning with ml5.js | |||
| 09/01 | Awesome Machine Learning Art | AI4D workshop links | Make a list of projects and people that interest you. | |||
| 2 | 09/06 | LABOR DAY | |||
| 09/08 | Image Classification with Teachable Machine | What is a Teachable Machine? | Teachable Machine 1: Image Classification | Submit a project idea to Discord that uses Teachable Machine. | |
| 3 | 9/13 | Tracking bodies | Hello-ml5 | Nostalgia -> Art -> Creativity -> Evolution as Data + Direction, Alyosha Efros | Submit a project idea to Discord using Pose Estimation. |
| 09/15 | ML5js: PoseNet | ml5.js Pose Estimation with PoseNet, Dan Shiffman | |||
| 4 | 09/20 | Tracking faces and hands | https://learn.ml5js.org/#/reference/face-api | https://learn.ml5js.org/#/reference/handpose | How Machine Learning Can Benefit Human Creators, Dr.Rebecca Fiebrink | Submit a project idea to Discord that uses hand or face tracking. |
| 09/22 | Shiffman: ml5.js Pose Estimation with PoseNet | ||||
| 5 | 09/27 | Style Transfer | Ml5.js StyleTransfer | The Art Of Deception - Encountering Perception as a Creative Material, Shiry Ginosar | Submit a project idea to Discord that combines style transfer with pose estimation or hand/face tracking. |
| 09/29 | Gene Kogan: Visualization, deepdream, style & texture synthesis | ||||
| 6 | 10/04 | pix2pix | Gene Kogan's pix2pix tutorial | A Socratic debate, Alyosha Efros and Phillip Isola | Submit a project idea to Discord that uses pix2pix with pose estimation or hand/face tracking. |
| 10/06 | |||||
| 7 | 10/11 | DIY Neural Networks | Neural Abstractions, Tom White | Submit a project idea to Discord that uses a DIY Neural Network. | |
| 10/13 | |||||
| 8 | 10/18 | FALL BREAK | |||
| 10/20 |