make_image_grid([init_image, depth_image], rows=1, cols=2)
```  
Load a ControlNet model conditioned on depth maps and the [`AutoPipelineForImage2Image`]:  
```py
from diffusers import ControlNetModel, AutoPipelineForImage2Image
import torch