Introduction to ControlNet for Stable Diffusion

Better control for text-to-image generation

Image by the author. Generated examples taken from HuggingFace.

This tutorial covers a step-by-step guide on text-to-image generation with ControlNet conditioning using the HuggingFace’s diffusers package.

ControlNet is a neural network structure to control diffusion models by adding extra conditions. It provides a way to augment Stable Diffusion with conditional inputs such…