Product-into-Scene Composite and Relight

A studio product photo and a separate background/scene image are composited by an image-editing model that also relights the product to match the new scene's light direction and color temperature, producing an advertising-ready packshot without a physical reshoot.

Properties

family: generate-to-edit
modality: product cutout image + background scene image -> lit, composited ad-ready image
whyMultiModel: Compositing two independent images and physically-plausible relighting are distinct operations; the workflow depends on prior product segmentation/cutout plus a generative compositing-and-relighting model, and often a separate upscale pass for print/4K delivery, so no single call handles isolation, blend, and light-matching in one pass reliably.
steps: [object Object], [object Object], [object Object]
controls: background/scene reference image, lighting preset (golden hour, studio, dramatic directional), product placement/scale, upscale factor
exampleStack: RMBG-2.0 -> ByteDance Seedream 4.5 (composite + relight) -> Topaz Gigapixel upscale
useCases: [e-commerce catalog imagery at scale][seasonal ad creative reusing one product shoot across many scenes][swapping backgrounds for regional/localized campaigns]
pitfalls: Relighting can shift product color fidelity (brand color accuracy), and shadow direction mismatches between product and scene are a common tell if the compositing step skips explicit light-direction analysis.
source: Composite your Product + Scene and Relight (official ComfyUI workflow template)

Provenance

Source: https://www.comfy.org/workflows/templates-product_scene_relight-cc23c187984a/

Properties

family

generate-to-edit

modality

product cutout image + background scene image -> lit, composited ad-ready image

whyMultiModel

Compositing two independent images and physically-plausible relighting are distinct operations; the workflow depends on prior product segmentation/cutout plus a generative compositing-and-relighting model, and often a separate upscale pass for print/4K delivery, so no single call handles isolation, blend, and light-matching in one pass reliably.

steps

[object Object], [object Object], [object Object]

controls

background/scene reference image, lighting preset (golden hour, studio, dramatic directional), product placement/scale, upscale factor

exampleStack

RMBG-2.0 -> ByteDance Seedream 4.5 (composite + relight) -> Topaz Gigapixel upscale

useCases

[e-commerce catalog imagery at scale][seasonal ad creative reusing one product shoot across many scenes][swapping backgrounds for regional/localized campaigns]

pitfalls

Relighting can shift product color fidelity (brand color accuracy), and shadow direction mismatches between product and scene are a common tell if the compositing step skips explicit light-direction analysis.

source

Composite your Product + Scene and Relight (official ComfyUI workflow template)