Mark Kamuda

Stable Diffusion with Generated Templates

March 01, 2024

This project demonstrates guiding stable diffusion using ControlNet with generative art templates. The project (GitHub Link) is deployed in Google Cloud Platform, running nightly to update the images shown below.

Shown below are three examples of generative art templates the project currently produces. These are power series transforms of curves in the complex plane. The idea for these was inspired by a YouTube video by Morphocular. I highly recommend his videos if you're interested in math.

Using these templates, I run a stable diffusion model conditioned by a ControlNet that uses the above mathematically generated templates.