Hyper-realistic black and white portrait with fixed attire and dramatic lighting

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{
  "prompt": "Hyper-realistic black and white portrait of the person in the reference image, with strict preservation of facial features, structure, proportions, and fine details. The identity from the uploaded image must remain unchanged. Natural skin texture with visible pores, fine lines, subtle imperfections, and realistic micro-details. Neutral, serious expression with direct eye contact. Hair texture, length, and style exactly as shown in the uploaded face reference, with clearly defined individual strands. Facial hair only if present in the uploaded face reference, preserved accurately with no addition or removal. No gender assumptions or alterations.\n\nAttire is strictly locked and must not change: a rough-textured fabric scarf wrapped around the neck with visible fibers and slightly frayed edges, paired with a simple rugged outer garment. This attire is mandatory and must remain identical regardless of the uploaded image. Do not adapt clothing from the uploaded subject. No wardrobe substitution or variation.\n\nDramatic low-key lighting with strong directional light from the front-left, creating deep shadows and cinematic contrast. Timeless editorial portrait style. Ultra-sharp focus on the face, shallow depth of field, soft background falloff.",
  "technical_constraints": {
    "realism": "hyper-realistic",
    "detail_level": "ultra-detailed skin texture, micro-details preserved, 8K clarity",
    "face_preservation": "strict identity lock, exact facial feature retention, no morphing, no reshaping",
    "attire_lock": "fixed scarf and rugged outer garment, no clothing changes allowed",
    "camera_angle": "fixed straight-on head-and-shoulders portrait",
    "lens": "fixed 85mm prime lens",
    "aspect_ratio": "2:3",
    "depth_of_field": "shallow depth of field",
    "lighting": "fixed dramatic low-key lighting, directional front-left light",
    "dynamic_range": "high dynamic range",
    "style": "photorealistic, cinematic, film-grade contrast",
    "retouching": "none, no smoothing, natural imperfections preserved"
  },
  "negative_prompt": "clothing change, wardrobe substitution, subject outfit adaptation, face alteration, identity drift, facial reshaping, feature exaggeration, gender bias, masculine bias, feminine bias, beauty retouching, plastic skin, smooth skin, stylized look, illustration, painting, CGI, blur, low resolution, asymmetry, distorted eyes, distorted mouth, extra facial features"
}

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