Controlnets

ControlNets are a novel neural network architecture that enables conditional control of diffusion models. Diffusion models are a type of generative model that can be used to generate realistic images from text descriptions. However, they often lack the ability to generate images that meet specific requirements or constraints. ControlNets address this limitation by allowing users to specify conditions that the generated images must satisfy.