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Create new Model from reference image 


{
  "task": "create_similar_but_distinct_original_model",

  "reference_image": {
    "role": "visual inspiration only",
    "use_for": [
      "overall model aesthetic",
      "general beauty and fashion vibe",
      "approximate age range",
      "general skin tone family",
      "hair color family",
      "overall photography style",
      "general body type category"
    ],
    "do_not_copy": [
      "exact facial identity",
      "exact facial features",
      "exact pose",
      "exact body proportions",
      "exact hairstyle",
      "exact clothing",
      "exact accessories",
      "exact camera angle",
      "exact composition",
      "unique identifying characteristics"
    ]
  },

  "character_generation": {
    "objective": "Create a completely new original female model who belongs to the same visual category and has a similar overall aesthetic as the reference, but is clearly a different person.",

    "similarity": {
      "overall_vibe": "high",
      "identity_similarity": "low_to_medium",
      "visual_category_similarity": "high",
      "originality": "high"
    },

    "face": {
      "instruction": "Create a new and distinct facial identity inspired only by the general aesthetic of the reference.",
      "preserve": [
        "similar overall beauty level",
        "similar facial harmony",
        "similar general age appearance",
        "similar natural photorealistic aesthetic"
      ],
      "change": [
        "eye shape",
        "eye spacing",
        "eyebrow shape",
        "nose structure",
        "nose width",
        "lip shape",
        "lip proportions",
        "cheek structure",
        "jawline",
        "chin shape",
        "face shape",
        "facial proportions"
      ],
      "identity_rule": "The final face must look like a different person and must not be recognizable as the same individual."
    },

    "hair": {
      "instruction": "Use the reference only as inspiration for the general hair aesthetic.",
      "allow_variation": [
        "different hairstyle",
        "different hair length",
        "different hair texture",
        "different parting",
        "slightly different hair color or tone"
      ]
    },

    "body": {
      "instruction": "Create a natural realistic body with a similar general model category, but do not reproduce the exact body proportions of the reference.",
      "variation": [
        "slightly different shoulder width",
        "slightly different waist-to-hip ratio",
        "slightly different leg proportions",
        "slightly different torso proportions",
        "natural variation in body shape"
      ],
      "anatomy": "realistic human anatomy with natural proportions"
    },

    "clothing": {
      "instruction": "Do not reproduce the exact outfit from the reference.",
      "style": "Create a different outfit that belongs to the same fashion category and overall aesthetic.",
      "variation": [
        "different clothing pieces",
        "different colors",
        "different fabric",
        "different neckline",
        "different fit",
        "different accessories"
      ],
      "identity_rule": "The clothing should feel stylistically related but clearly not identical."
    },

    "pose_and_composition": {
      "instruction": "Do not replicate the exact pose or framing from the reference.",
      "variation": [
        "slightly different body position",
        "different hand placement",
        "different head orientation",
        "different facial expression",
        "different camera angle",
        "different framing",
        "different composition"
      ],
      "goal": "Maintain a similar photographic concept while creating a new visual arrangement."
    }
  },

  "visual_style": {
    "style": "photorealistic modern influencer photography",

    "skin": {
      "texture": "natural realistic human skin",
      "details": [
        "visible natural pores",
        "subtle skin imperfections",
        "realistic skin variation",
        "natural highlights",
        "natural shadows"
      ],
      "avoid": [
        "plastic skin",
        "waxy skin",
        "beauty filter appearance",
        "excessive skin smoothing",
        "over-sharpening",
        "CGI appearance"
      ]
    },

    "photography": {
      "quality": "realistic real-camera photograph",
      "camera_feel": "natural professional photography",
      "depth_of_field": "natural and physically believable",
      "lighting": "inspired by the reference mood but not necessarily identical",
      "exposure": "natural balanced exposure",
      "color_grading": "realistic modern photography color"
    }
  },

  "originality_constraints": {
    "must_be_different": [
      "facial identity",
      "facial feature geometry",
      "exact hairstyle",
      "exact clothing",
      "exact pose",
      "exact body proportions",
      "exact camera angle",
      "exact composition",
      "exact accessories"
    ],
    "must_remain_similar": [
      "overall visual category",
      "general model aesthetic",
      "general beauty and fashion vibe",
      "photorealistic quality",
      "natural photography feeling"
    ]
  },

  "final_generation_instruction": "Generate a new original female model inspired by the reference image only at the level of general aesthetic and visual category. The output should immediately feel like a different person, wearing different clothing, with different facial features, different body proportions, and a different pose/composition, while still belonging to the same overall modeling and photography style. Prioritize originality, realism, natural human variation, and photographic authenticity."
}