Luxury Street-Style Fashion Portrait Transformation

{
  "input": {
    "reference_image": "{{UPLOAD_USER_IMAGE}}",
    "pose": "{{USER_DESCRIBED_POSE}}"
  },
  "core_instruction": "Transform the supplied image into a photorealistic high-fashion street-style photograph, treating the uploaded woman as the sole 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, environmental aesthetic, lighting, and photographic realism must remain locked."
  },
  "visual_style": {
    "genre": "Photorealistic luxury street-style fashion photography",
    "aesthetic": "Understated European fashion editorial, candid luxury, refined minimalism, effortless styling",
    "environment": "A 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": "Choose the camera perspective 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 texture, natural hair detail, physically believable materials and pavement"
  },
  "photographic_realism": {
    "quality": "High-end editorial photograph",
    "imperfections": "Retain subtle real-world photographic imperfections such as natural wrinkles in clothing, realistic shadows, slight lens characteristics, and environmental texture",
    "avoid": [
      "plastic skin",
      "AI-looking facial features",
      "Overprocessed HDR",
      "Excessive beauty retouching",
      "Unrealistic anatomy",
      "Warped hands",
      "extra fingers",
      "Floating accessories",
      "Distorted clothing",
      "Fake-looking architecture",
      "oversaturated colors",
      "Generic stock-photo appearance"
    ]
  },
  "framing": {
    "aspect_ratio": "3:4",
    "subject_visibility": "Keep the entire woman visible whenever the requested pose allows it. Do not unnecessarily crop her shoes, clothing, or important accessories.",
    "editorial_balance": "Prioritize the woman and her pose while retaining enough surrounding architecture and street environment to establish the fashion-editorial setting."
  },
  "generation_rules": [
    "The uploaded image is the visual source of truth for the woman.",
    "The user-described pose is the only element that should be intentionally changed.",
    "Do not change her outfit design or color.",
    "Do not change her identity or facial characteristics.",
    "Do not add unrelated props.",
    "Do not add text, logos, captions, or watermarks.",
    "Make every element physically plausible and photographically coherent.",
    "The final result must look like a real photograph taken by a fashion photographer, not an AI-generated fashion illustration."
  ],
  "output": {
    "type": "single_photorealistic_fashion_editorial_image",
    "aspect_ratio": "3:4"
  }
}

{
  "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 texture, natural hair detail, physically believable materials and pavement"
  },

  "photographic_realism": {
    "quality": "high-end editorial photograph",
    "imperfections": "retain subtle real-world photographic imperfections such as natural wrinkles in clothing, realistic shadows, slight lens characteristics and environmental texture",
    "avoid": [
      "plastic skin",
      "AI-looking facial features",
      "overprocessed HDR",
      "excessive beauty retouching",
      "unrealistic anatomy",
      "warped hands",
      "extra fingers",
      "floating accessories",
      "distorted clothing",
      "fake-looking architecture",
      "oversaturated colors",
      "generic stock-photo appearance"
    ]
  },

  "framing": {
    "aspect_ratio": "3:4",
    "subject_visibility": "Keep the entire woman visible whenever the requested pose allows it. Do not unnecessarily crop her shoes, clothing or important accessories.",
    "editorial_balance": "Prioritize the woman and her pose while retaining enough surrounding architecture and street environment to establish the fashion-editorial setting."
  },
"generation_rules": [
    "The uploaded image is the visual source of truth for the woman.",
    "The user-described pose is the only element that should be intentionally changed.",
    "Do not change her outfit design or color.",
    "Do not change her identity or facial characteristics.",
    "Do not add unrelated props.",
    "Do not add text, logos, captions or watermarks.",
    "Make every element physically plausible and photographically coherent.",
    "The final result must look like a real photograph taken by a fashion photographer, not an AI-generated fashion illustration."
  ],

  "output": {
    "type": "single_photorealistic_fashion_editorial_image",
    "aspect_ratio": "3:4"
  }
}