Rapid workflow with simple scenes from Unreal Engine as a way to guide lighting and shapes in Stable Diffusion v2.

Input image generated from Unreal Engine 5.

Img2Img Stable Diffusion same seed result at 60%.

Img2Img Stable Diffusion same seed result at 80%.

Quickly re-lit scene input image generated from Unreal Engine 5.

Img2Img Stable Diffusion same seed result at 50%.

Img2Img Stable Diffusion same seed result at 75%.

Img2Img Stable Diffusion same seed result at 85%.
Simple animated scene from Unreal Engine 5.
Animated img2img SD result at 60% same seed and no depth map.
Animated img2img SD result at 60% same seed with depth map.