2.1 What are GANs? Lesson

GANs or Not

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Standards & Guidelines

Lesson Overview

In this lesson, students will learn that GANs can generate art such as photographs, paintings, handwritten poetry, music, and jokes (that are kind of funny! Maybe.)

Total Lesson Time:  30 min

Learning Objectives:  Students will be able to . . .

  • Identify examples of GAN generated art

Vocabulary Introduced:  generative, adversarial

Pacing:

  1. Opening (5 min)
  2. Introduction to new material and terms (5 min)
  3. GANs or Not? Activity (10 min)
  4. Wrap-up + Exit Ticket (10 min)

Extension Activity:

GANs Exploration! (can also be covered in depth during the next lesson, Lesson 2.2 “How do GANs work?”) 

Planning Guide

Preparation Needed:  15-20 min

Prep Needed for Teaching In-Person:

  • Print the GANs or Not” activity worksheets (individual or group access)
  • Print the Exit Ticket

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Activity Usage

Copyright held by MIT STEP Lab 

License: CC-BY-NC under Creative Commons

These materials are licensed as CC-BY-NC 4.0 International under creative commons. (For more information visit https://creativecommons.org/licenses/by-nc/4.0/). This  license allows you to  remix, tweak, and build upon these materials non-commercially as long as you include acknowledgement to the creators. Derivative works should include acknowledgement but do not have to be licensed as CC-BY-NC. People interested in using this work for for-profit commercial purposes should reach out to Irene Lee at [email protected] for information as to how to proceed. Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)

 

Attribution:

The original "Created by GANs or Not" activity was created as part of the "Creativity and AI" curriculum by Daniella DiPaola and Safinah Ali with support from the MIT Media Lab Personal Robots Group. See more: Exploring Generative Models with Middle School Students

 

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