ControlNet: A Complete Guide - Stable Diffusion Art ControlNet is a neural network that controls image generation in Stable Diffusion by adding extra conditions Details can be found in the article Adding Conditional Control to Text-to-Image Diffusion Models by Lvmin Zhang and coworkers