StyleGAN2 Week 2 Class Notes

Taught by Derrick Schultz & Lia Coleman

🔗 Links

• Class slides

🏋️‍♂️ Training Your Model

• FYI- Most of the defaults will be fine!

👣 Training steps

1. Upload your dataset to GCP. We recommend using gdown (pip library to directly download files from google drive)
2. Convert images to .tfrecords, so StyleGAN can consume it.
3. Run training command.
4. Check on it every once in a while. It will take a couple days to train. Derrick checks every 6-12 hours, a couple times a day.

📹 Training Videos

• Training in GCP
• Training in Colab. Don't recommend, but it's free. Need to restart every 8-12 hours.

⚙️ Training Parameters Overview