Sharing my ComfyUI product photo workflow. Import the JSON below into ComfyUI.
Pipeline:
SDXL Base → SAM Auto-Segment (isolate product) → Depth ControlNet (3D structure) → Inpaint Background → Canny Edge Refine → 4K Tiled Upscale
6 background presets included:
- Studio White (clean, Apple-style)
- Dark Dramatic (luxury goods)
- Lifestyle Desk (workspace context)
- Gradient Modern (gradient backgrounds)
- Outdoor Natural (outdoor products)
- Neon Tech (tech products)
Tips:
- Use a clean photo of your product on a plain background as input
- The SAM node auto-segments the product. No manual masking.
- Switch presets by changing the background prompt in the Inpaint node
- Upscale at the end, not during generation
This is one of the 2 workflows included in Visual Forge on teum.io. The portrait workflow is the other one.