Make ML Art with Google Colab

Week 1

Resources

• Slides
• Video

Notes and Links

• Intro to Colab Notebook
• Snippet Notebook
• How to Embed Custom Snippets in Colab
• Colab Demos Playlist

Homework

• Play with models in Colab
  1. Find a model to explore
  2. In the class Slack tell us the following:
     • What model you used
     • What the inputs and outputs were: text, image, etc.
     • What questions you have about the model
     • Show us what you made!
• Some links to Colabs worth checking out:
  • ml-art-colabs repo
  • Towards Data Science article
  • dl-colab-notebooks
  • shared_colab_notebooks
  • computer vision colab notebooks
  • Google “[model name] colab notebook”

Week 2

Resources

• Slides
• Video

Notes and Links

Homework

• Try creating your own notebook from a model in Colab
  1. Find a model to explore
  2. In the class Slack tell us the following:
     • What model you used
     • What the inputs and outputs were: text, image, etc.
     • What questions you have about the model
     • Show us what you made!
• Links to papers
  • Arxiv Sanity
  • Papers With Code
  • Henry AI Labs
  • [AK’s Twitter feed]https://twitter.com/ak92501
  • the #papers channel in our Slack
• Some links to Colabs worth checking out:
  • ml-art-colabs repo
  • Towards Data Science article
  • dl-colab-notebooks
  • shared_colab_notebooks
  • computer vision colab notebooks
  • Google “[model name] colab notebook”

Week 3

Resources

• Slides
• Video

Notes and Links

Homework

• Try adding GUI components to a notebook from a model in Colab
• Play with models in Colab

Week 4

Resources

• Slides
• Video

Notes and Links

• Links for additional StyleGAN2 manipulation videos
  • Manipulation
  • Projection and Audio Reaction
  • Feature Vectors

Homework

• Fill out our end-of-class survey!
• Sign up for 1:1s with Derrick and Lia.