SSHH Making Art with Machine Learning: Artist and AI co-creation

Taught by Lia Coleman.

Our class Google Drive, which contains all the slides below.

Week 1: Intro to ML Art & RunwayML

Class Materials

Homework

  1. Play AI Dungeon!!
  2. Explore the pre-trained models in Runway. Playlist of demos on YouTube. Find a model to explore. In the class Slack tell us the following:
    • What model you used
    • What the inputs and outputs were
    • What questions you have about the model
    • Show us what you made.

Do this for at least three models.

  1. Watch this video on Colab.

Week 2: Intro to Google Colab

Class Materials

Homework

  1. If you want to train your own model, start assembling a dataset! You’ll need 1000+ images. Eventually we will resize/crop them all to 1024 x 1024. So it’s best if your source images resolution is higher than 1024px.

Week 3: Datasets & Scraping

Class Materials

Homework

  1. Keep dataset collecting! You’ll need 1000+ images. Eventually we will resize/crop them all to 1024 x 1024. So it’s best if your source images resolution is higher than 1024px.

Week 4: Training in RunwayML, IG Scraping

Class Materials

Homework

  1. Train a StyleGAN model in RunwayML.

Week 5: Dataset-tools, Training in Colab

Class Materials

Homework

  1. Train a StyleGAN model in Google Colab.

Week 6: Inference in Colab

Class Materials