ControlNet
	
Adding Conditional Control to Text-to-Image Diffusion Models (ControlNet) by Lvmin Zhang and Maneesh Agrawala.
This example is based on the training example in the original ControlNet repository. It trains a ControlNet to fill circles using a small synthetic dataset.

Installing the dependencies
	
Before running the scripts, make sure to install the library’s training dependencies.
To successfully run the latest versions of the exa