Week 8 2021 Fall

Homework:

• Train a StyleGAN model with your own data using Runway(How to train an image generator in Runway).
• Or use a pre-trained model to generate images / make a latent spacewalk video
• Or use this Explore StyleGAN features to find one interesting feature

Resources

• StyleGAN: None of These Faces Are Real from Two Minute Papers
• Explained: A Style-Based Generator Architecture for GANs - Generating and Tuning Realistic Artificial Faces
• How Generative Models Work From Gene Kogan
• Google's A.I. Experiments: Visualizing High-Dimensional Space
• Octavio Good on Generative Adversarial Networks (21:54 - 28:35)
• GAN Lab by Minsuk Kahng, Nikhil Thorat, Polo Chau, Fernanda Viégas, and Martin Wattenberg
• Using AI to Produce “Impossible” Tulips: Anna Ridler uses AI to bring “tulipmania” into the future by Elain Ayers
• Mario Klingemann’s Neurography: Cameraless Photography with Neural Networks

Questions?

• add your question here

Add your name / link to your assignment below

• Your name, [Project name](Project Link), Project Description
• Mingxi, Inkwash flowers
• Yilin https://uttermost-lentil-e0b.notion.site/homework-week7-b6d1797a4f2647ec80f7ec1941fa985b
• Youming, GAN
• Zairan, StyleGAN(https://liuzairanww.notion.site/StyleGAN-e87e7c3990dc4e6c8a100868c3f48b09)
• Nart, Blue Note Album Covers
• Sara, Space latency walk
• Aike (https://www.notion.so/RunwayML-StyleGan-Experiements-4af7eb1274694d16b70c17a376b01853) (https://www.notion.so/One-Acacia-Tree-Savanah-StyleGan-49fb75bacb63434aba40169c2bea7a1e)
• Audio Reactive StyleGAN
• Wendy, Generated Marine Creatures