Sizzling Sophistication in Red: A Visual Masterpiece

{
  "job_config": {
    "job_name": "photorealistic_portrait_red_dress",
    "target_model": "stable_diffusion_xl_base_1.0",
    "version": "1.0"
  },
  "prompts": {
    "positive": {
      "full_string": "Photorealistic captive shot of a sophisticated and alluring woman with a voluptuous figure and large bust, seated elegantly in a stylish, light-colored modern armchair. She is wearing clear-framed glasses and a form-fitting red mini-dress featuring a distinctive white lace-up front detail. She is wearing a small red heart-shaped pendant necklace and small golden hoop earrings. Her makeup features light pink lipstick. She has [INSERT SPECIFIC HAIR COLOR AND STYLE FROM PHOTO] hair. The image features highly detailed skin texture, cinematic lighting, 8k resolution, sharp focus, masterpiece.",
      "components": {
        "subject_characteristics": [
          "sophisticated and alluring woman",
          "highly detailed skin texture",
          "voluptuous figure",
          "large bust",
          "[INSERT SPECIFIC HAIR COLOR AND STYLE FROM PHOTO]"
        ],
        "apparel": [
          "form-fitting red mini-dress",
          "distinctive white lace-up front detail",
          "clear-framed glasses"
        ],
        "jewelry": [
          "small red heart-shaped pendant necklace",
          "small golden hoop earrings"
        ],
        "makeup": [
          "light pink lipstick"
        ],
        "environment": [
          "seated elegantly",
          "stylish light-colored modern armchair"
        ],
        "technical_style": [
          "photorealistic captive shot",
          "cinematic lighting",
          "8k resolution",
          "sharp focus",
          "masterpiece"
        ]
      }
    },
    "negative": {
      "full_string": "deformed, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, disgusting, poorly drawn hands, missing limb, floating limbs, disconnected limbs, malformed hands, blurry, low quality, watermark, text, signature, cartoon, 3d render, sketch.",
      "embedding_ids": [
        "negative_hand-neg",
        "bad_prompt_version2"
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    }
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  "generation_parameters": {
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      "height": 1536,
      "aspect_ratio": "2:3"
    },
    "sampling": {
      "steps": 30,
      "cfg_scale": 7,
      "sampler_name": "DPM++ 2M Karras",
      "seed": -1
    }
  },
  "image_guidance_settings": {
    "notes": "User requires high fidelity to source image facial features and hair, with modified body proportions.",
    "input_image": {
      "source_path": "./user_uploads/reference_photo.jpg",
      "usage_type": "control_net"
    },
    "control_net_units": [
      {
        "unit_id": 0,
        "module": "ip-adapter_clip_sdxl",
        "model": "ip-adapter_sdxl",
        "weight": 0.8,
        "control_mode": "balanced",
        "pixel_perfect": true,
        "comment": "Ensures the generated face and hair match the uploaded photo."
      },
      {
        "unit_id": 1,
        "module": "openpose_full",
        "model": "control_openpose-fp16",
        "weight": 1,
        "control_mode": "control_net_important",
        "comment": "Maintains the pose from the source image."
      }
    ]
  },
  "post_processing": {
    "face_restoration": {
      "enabled": true,
      "algorithm": "CodeFormer",
      "fidelity_strength": 1
    },
    "upscale": {
      "enabled": false,
      "factor": 1.5
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}