Product Marketing - Identity-Preserving Fashion Photo Transformation

A specialized structural prompt for transforming user-uploaded photos into high-fashion street-style shots while preserving identity and clothing details.

Product Marketing - Identity-Preserving Fashion Photo Transformation · 1

Product Marketing - Identity-Preserving Fashion Photo Transformation · 2

2 example images

Prompt metadata
Shared by	@Maercih
Model	gpt-image-2
Category	Products & E-commerce
Dataset	YouMind-OpenLab · awesome-gpt-image-2

The prompt

{
  "input": {
    "reference_image": "{{UPLOAD_USER_IMAGE}}",
    "pose": "{{USER_DESCRIBED_POSE}}"
  },

  "core_instruction": "Transform the supplied image into a photorealistic high-fashion street-style photograph while treating the uploaded woman as the single source of truth for her identity, facial features, body proportions, skin tone, clothing, accessories and overall appearance. The user's pose description is the only variable creative input. Everything else should remain visually consistent with the established aesthetic.",

  "subject_preservation": {
    "identity": "Preserve the exact recognizable woman from the uploaded reference image. Do not change her facial structure, ethnicity, age appearance, skin tone, body proportions or distinctive features.",
    "outfit": "Preserve the exact outfit visible in the uploaded image, including garment type, color, material, fit, construction, buttons, seams, cuffs, footwear and accessories. Do not redesign or substitute clothing.",
    "hair": "Style her hair as loosely tied back with natural volume, slightly relaxed rather than tightly slicked, with subtle loose strands and believable texture. Preserve her natural hair color and overall character.",
    "accessories": "Preserve all visible jewelry, handbag and other accessories from the reference image unless physically incompatible with the requested pose."
  },

  "pose": {
    "instruction": "Follow the user's supplied pose description exactly.",
    "user_input": "{{USER_DESCRIBED_POSE}}",
    "priority": "The pose may change freely, but the woman's identity, outfit, styling, environment aesthetic, lighting and photographic realism remain locked."
  },

  "visual_style": {
    "genre": "photorealistic luxury street-style fashion photography",
    "aesthetic": "understated European fashion editorial, candid luxury, refined minimalism, effortless styling",
    "environment": "quiet upscale European city street with elegant pale stucco architecture, tall windows with shutters or subtle ironwork, clean sidewalks, curbs and realistic urban details",
    "composition": "strong editorial composition with natural architectural framing and deliberate negative space",
    "camera": "professional full-frame fashion photography, realistic lens characteristics, natural perspective appropriate to the requested pose",
    "perspective": "camera perspective should be chosen intelligently to make the requested pose visually compelling; use dramatic low angles only when appropriate to the pose",
    "lighting": "soft natural daylight, overcast or gently diffused sunlight, subtle realistic shadows, controlled highlights",
    "color_grade": "muted sophisticated tones, natural skin tones, restrained contrast, subtle filmic rendering",
    "depth": "realistic depth of field with the woman clearly separated from the background without excessive artificial blur",
    "texture": "authentic skin texture, realistic fabric textu

Try in DraPub

More prompts from the same visual neighborhood.

Back to prompt gallery

Products & E-commerceDesign reference

Crumple Chair 概念沙发研发板

Products & E-commerce · Community reference from the GPT Image 2 gallery. Original generation settings are unverified. Third-party rights remain with their creators; obtain permission before commercial use.

Products & E-commerceDesign reference

高端肉类海鲜品牌英雄图

Products & E-commerce

Product Marketing - High-End Footwear Commercial Poster

Generates a luxury footwear advertisement featuring a male model and oversized product placement with clean minimalist graphics.

Products & E-commerce

Product Marketing - Monochrome Arctic Fashion Crevasse

Generates a gritty black-and-white editorial fashion shot of a futuristic snow-suited woman beside a dark ice opening.