This is a two part workflow that is meant to be used with @machinedelusions Depth Map LoRA that you can find here:

https://civarchive.com/models/392921/depth-map-lora-sd15

Part 1 is to generate an AnimateDiff video utilizing the LORA so that you can make your own Depth Map Animations.

Part 2 is a simple workflow to run the Depth Map animations from part 1 through and get an incredible stylization!

For best results in part two, do NOT use the depth preprocessor and only use the Depth Controlnet.