Transformative Beauty: A Side-by-Side Contouring Comparison

{
  "task": "ultra_realistic_before_after_body_contouring_transformation",
  "output": {
    "type": "single_image_split_comparison",
    "layout": "side_by_side_before_after",
    "resolution": "ultra_high_resolution",
    "realism": "raw_clinical_photographic_realism",
    "quality": "authentic_medical_progress_photo",
    "retouching": {
      "skin": "realistic_medical_detail_preservation",
      "preserve_texture": true,
      "no_smoothing": true,
      "no_beauty_filters": true,
      "no_fake_tightening": true
    }
  },
  "subject": {
    "person": {
      "gender": "female",
      "age": "adult",
      "identity": "same_person_locked",
      "pose": "neutral_standing_relaxed",
      "gaze": "forward_out_of_frame"
    }
  },
  "before_state": {
    "body": {
      "physique": "post_pregnancy_or_weight_loss_body",
      "fat_distribution": "lower_abdominal_overhang_soft_waist_arms",
      "skin_laxity": "significant_abdominal_looseness",
      "posture": "neutral_relaxed"
    },
    "skin": {
      "texture": "natural_real_skin_with_laxity",
      "features": [
        "visible_stretch_marks",
        "skin_folds",
        "natural_wrinkles"
      ],
      "tone": "flat_clinical_lighting"
    },
    "torso": {
      "abdomen": "protruding_lower_abdomen_with_overhang",
      "navel": "distorted_or_hidden_by_laxity"
    },
    "styling": {
      "clothing": {
        "top": {
          "type": "black_bra",
          "style": "non_padded_simple_medical_photo"
        },
        "bottom": {
          "type": "black_underwear",
          "style": "plain_medical"
        }
      },
      "accessories": "none"
    }
  },
  "after_state": {
    "body": {
      "physique": "post_body_contouring_result",
      "fat_distribution": "flattened_abdomen_reduced_waist",
      "skin_laxity": "significantly_reduced",
      "posture": "neutral_confident"
    },
    "skin": {
      "texture": "real_skin_with_healing_marks",
      "features": [
        "residual_stretch_marks",
        "subtle_surgical_scars",
        "natural_skin_variation"
      ],
      "tone": "consistent_clinical_lighting"
    },
    "torso": {
      "abdomen": "flat_taut_abdomen",
      "navel": "visible_reconstructed_navel"
    },
    "styling": {
      "clothing": {
        "top": {
          "type": "black_bra",
          "style": "identical_to_before"
        },
        "bottom": {
          "type": "black_underwear",
          "style": "identical_to_before"
        }
      },
      "accessories": "none"
    }
  },
  "scene": {
    "location": "clinical_photography_room",
    "background": {
      "color": "solid_medical_blue",
      "texture": "flat_uniform_backdrop"
    },
    "consistency": "same_position_same_scale_same_camera"
  },
  "composition": {
    "framing": "mid_torso_to_upper_thigh",
    "alignment": "perfectly_matched",
    "camera_height": "abdomen_level",
    "spacing": "equal"
  },
  "camera": {
    "camera_type": "clinical_digital_camera",
    "lens": "50mm",
    "aperture": "f8",
    "sharpness": "clinical_sharp",
    "distortion": "none"
  },
  "lighting": {
    "before": {
      "type": "flat_clinical_lighting",
      "contrast": "low",
      "shadow_definition": "minimal"
    },
    "after": {
      "type": "flat_clinical_lighting",
      "contrast": "low",
      "shadow_definition": "minimal"
    }
  },
  "color": {
    "grading": "neutral_medical",
    "saturation": "true_to_life",
    "white_balance": "consistent"
  },
  "negative_prompt": [
    "beauty_retouch",
    "smooth_plastic_skin",
    "editorial_lighting",
    "fitness_model_body",
    "hourglass_exaggeration",
    "ai_perfect_symmetry",
    "influencer_pose",
    "glamour_style",
    "cgi_body"
  ]
}