European Street Fashion Identity Transformation

{
  "input": {
    "reference_image": "the reference photo",
    "pose": "[walking casually down the street while looking back over her shoulder]"
  },
  "core_instruction": "Transform the reference photo into a photorealistic luxury street-style fashion photograph, treating the woman in the reference photo as the exact source of truth for identity, facial features, body proportions, skin tone, clothing, and accessories. Only the pose changes as specified.",
  "subject_preservation": {
    "identity": "Preserve the exact woman from the reference photo without altering her facial structure, ethnicity, age, skin tone, body proportions, or distinctive features.",
    "outfit": "Preserve the exact outfit visible in the reference photo, including garment type, color, fabric, fit, construction, buttons, seams, footwear, and accessories.",
    "hair": "Style her hair loosely tied back with natural volume, subtle loose flyaways, and realistic texture, preserving her natural hair color.",
    "accessories": "Preserve all visible jewelry, handbags, and accessories from the reference photo."
  },
  "pose": {
    "instruction": "Follow the pose description: [walking casually down the street while looking back over her shoulder].",
    "priority": "The pose changes while the woman's identity, outfit, lighting, and photographic realism remain strictly locked."
  },
  "visual_style": {
    "genre": "photorealistic luxury street-style fashion editorial",
    "aesthetic": "understated European fashion editorial, candid luxury, refined minimalism, effortless styling",
    "environment": "quiet upscale European city street with pale stucco architecture, tall shuttered windows, wrought-iron balconies, clean sidewalks, and curbs",
    "composition": "editorial framing with architectural lines and deliberate negative space",
    "camera": "professional full-frame fashion photography, 50mm or 85mm lens perspective",
    "lighting": "soft natural diffused daylight, gentle realistic shadows, controlled highlights",
    "color_grade": "muted sophisticated palette, natural skin tones, restrained contrast, subtle filmic grade",
    "depth_of_field": "shallow depth of field separating the subject softly from the background",
    "texture": "authentic skin texture with visible pores and realistic fabric weave"
  }
}