Ultra-Realistic Portrait of Tanned Woman in Tropical Setting

{
  "subject": "Young woman with a curvy figure, large bust with clear forward and outward projection, narrow waist, and wide hips, maintaining exact relative scale. She has tanned skin with a natural sheen, visible pores, and micro-details. Long, damp, wavy dark brown hair falling over her right shoulder and down her back. Wearing a minimalist black string bikini with a triangle top and thin side-tie bottom. Accessorized with a delicate silver pendant necklace, a belly button piercing, a silver bracelet on her left wrist, and light lilac manicured nails. Soft natural makeup with pink blush and glossy lips.",
  "pose": "Seated on a slatted wooden bench, torso facing directly forward to maintain width and depth proportions. Right arm is raised with the hand gently resting on the top of her head, fingers lightly touching the hair. Left arm rests down beside her, hand touching the wooden bench. Head is level, gazing directly into the camera. Natural weight distribution.",
  "environment": "Outdoor tropical setting. Subject is sitting in a wooden structure, with a slatted wooden bench and a vertical wooden support beam to the right. The background is filled with dense tropical foliage, including palm fronds and broad green leaves, with a soft overcast sky visible in the gaps.",
  "camera": "Medium shot framing from the mid-thighs to just above the head. Eye-level perspective. Standard focal length preventing wide-angle distortion or compression. Strong three-dimensional depth capturing the exact foreground-to-background spatial relationship.",
  "lighting": "Soft, diffused natural daylight, indicative of overcast or open shade conditions. Even illumination with soft, natural shadows. Gentle specular highlights on the skin's surface, highlighting shoulders, chest, and thighs to accurately render volume without flattening.",
  "mood_and_expression": "Relaxed, confident, and serene. Calm expression with a very subtle, soft smile.",
  "style_and_realism": "Ultra-realistic, raw, unedited photographic style. Strictly physical accuracy to the reference without stylization, normalization, or airbrushing. Ground truth realism emphasizing accurate soft tissue behavior and gravity.",
  "colors_and_tone": "Natural color palette. Warm tan skin tones, deep black bikini, rich varied greens in the background foliage, and natural light brown wood tones. Accurate white balance and natural dynamic range.",
  "quality_and_technical_details": "High-fidelity, sharp focus on the subject. High-resolution textures capturing skin imperfections, individual hair strands, wood grain, and leaf veins.",
  "aspect_ratio_and_output": "3:4",
  "controlnet": {
    "pose_control": {
      "model_type": "OpenPose",
      "purpose": "Exact skeletal and pose lock",
      "constraints": [
        "preserve shoulder width",
        "preserve hip angle",
        "preserve spine curvature",
        "preserve limb placement"
      ],
      "recommended_weight": 0.95
    },
    "depth_control": {
      "model_type": "ZoeDepth",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve chest foreground dominance if present",
        "prevent flat or compressed depth",
        "maintain clear torso-to-background separation"
      ],
      "recommended_weight": 0.85
    }
  },
  "negative_prompt": {
    "forbidden_elements": [
      "anatomy normalization",
      "body proportion averaging",
      "smaller bust than reference",
      "reduced chest volume",
      "flattened or compressed breasts",
      "tightened",
      "lifted",
      "artificially supported breasts",
      "slimmed torso",
      "aesthetic proportion correction",
      "beauty standard enforcement",
      "dataset-average female anatomy",
      "camera angles that reduce volume",
      "wide-angle distortion not in reference",
      "lens compression not in reference",
      "cropping that removes volume",
      "depth flattening",
      "mirror selfies",
      "phone-in-hand selfies",
      "reflections",
      "beautification filters",
      "skin smoothing",
      "plastic skin",
      "airbrushed texture",
      "stylized realism",
      "editorial fashion proportions",
      "more realistic reinterpretation",
      "naturalization of prominent features"
    ]
  }
}