This guide will show you how to outpaint with an inpainting model, ControlNet, and a ZoeDepth estimator.  
Before you begin, make sure you have the [controlnet_aux](https://github.com/huggingface/controlnet_aux) library installed so you can use the ZoeDepth estimator.  
```py
!pip install -q controlnet_aux
```