StyleGAN2 Week 4 Class Notes

Taught by Derrick Schultz & Lia Coleman

🔗 Links

• Class Slides
• Near Neighbors and Projection Colab Notebook, same as the StyleGAN2 Manipulation Notebook.
• Audio Reactive Colab Notebook.

📣 Class Announcements

• 1:1s with Derrick are open, sign up.
• 2 weeks after class ends, we'll have an optional group project share.
• If you are done with GCP, you should delete your VM. You will still be charged a very small fee for storage, even if you don't have it open running.

🏘 Near Neighbors in the Latent Space

"If I have a seed image that I really like, how do I see if there's a better one that's nearby?"

Near Neighbors in Colab:

📕 In the same StyleGAN2 Manipulation Colab notebook as last week.

python run_generator.py generate-neighbors --network=/content/network.pkl --seeds=10 --truncation-psi=0.5 --num_samples=10 --diameter=.000000005 --save_vector

--seeds: which seed or seeds you want to look around