Studio seamless full length

Studio seamless full length: an AI studio apparel on model product photo — a woman in her late twenties wearing the sweater with straight-leg cream trousers, standing relaxed on a warm grey seamless backdrop. Large octabox key from the front-left with a soft fill.

Tested on: GPT Image 2.5
Aspect: 4:5
Style: Studio
Shot: On model
Camera: 85mm, f/8, full length
Category: Apparel on model

Prompt template

Download .md

Use the {{product}} in the reference image as the hero: keep its exact shape, proportions, colours, materials, hardware and finish. Do not add logos, text or extra products.
Scene: a woman in her late twenties wearing the {{product}} with straight-leg cream trousers, standing relaxed on a warm grey seamless backdrop.
Lighting: large octabox key from the front-left with a soft fill.
Camera: 85mm, f/8, full length.
Direction: clean commercial studio photography, precise lighting, crisp edges; {{mood}}.
Photorealistic commercial product photograph, true-to-life textures and reflections, accurate colour, clean professional retouching, no text, no watermark.

Variables

{{product}}
oversized cream cable-knit wool sweater
Describe your product the way a buyer would: material, colour, finish.
{{mood}}
colour palette harmonised with the product
Optional brand cue, e.g. 'brand colour #1E3A8A as a subtle accent'.

Model settings

Nano Banana 2.1

aspect_ratio: 4:5
response_modalities: IMAGE
references: product photo first, then the prompt

If the product drifts, re-send with 'keep the product identical to the reference'.

GPT Image 2.5

size: 1024x1280
quality: high
input_fidelity: high
endpoint: images/edits

Medium quality is fine for drafts; switch to high for the final.

Seedream

size: 1728x2160
watermark: false
references: image[0] = product photo

Seedream follows camera and lens wording closely; keep the lens line.

Composition notes

Set: a woman in her late twenties wearing the sweater with straight-leg cream trousers, standing relaxed on a warm grey seamless backdrop
Light: large octabox key from the front-left with a soft fill
Art direction: Catalogue standard: full outfit, neutral pose.