How GANs (Generative Adversarial Networks) Work

This assignment, by AI4ALL, is from the GANs Google Drive, which also includes all the related materials for the activity. The assignment includes standards for K12 students, but it can easily be used in the college classroom as well.

The summary from the site explains:

This is a technical curriculum about how some AI systems that generate realistic-seeming content work. It will be of interest to students and teachers who want to take a deeper dive into how things in the world around them work.

Key Features of This Assignment

Hands-On Learning
This activity provides an interactive and engaging approach where students can play with AI tools and explore GANs through activities like a password guessing game and painting with a generator.
Comprehensive Understanding of GANs
Students learn the technical details of GANs, including the roles of generators and discriminators, through videos, visualizations, and practical activities, providing a deep dive into how GANs generate realistic content.
Project-Based Application
Students consolidate their learning by designing and delivering a project that teaches others about GANs, tailored to a specific audience, thereby reinforcing their understanding and communication skills.