ControlNet Depth — SDXL
Depth map guides spatial composition. Strength 0.8 balances depth with creative freedom.
About this workflow
Depth ControlNet with Depth-Anything v2 for precise spatial composition control. Strength 0.8 preserves depth relationships while allowing texture/style variation. Load any image as depth input — the model generates a scene with matching foreground/background separation.
Required Model
sd_xl_base_1.0.safetensors
Place in: ComfyUI/models/checkpoints/
Benchmark (RTX 5080)
Gen Time
~6s on RTX 5080
Resolution
1024×1024
Hardware Profile
Settings adjust to your GPU tier
16GB Recommended — Specs
Full quality. Recommended tier for this workflow.
Export Package
✓ Real ComfyUI node graph JSON
✓ Hardware settings baked in
✓ Launch flags in metadata note
✓ Load directly in ComfyUI
// Hardware
Not sure your rig can handle this? Plan your upgrade on ComputeAtlas.
Hardware Estimator →