{ "subject": { "description": "Young woman with a tan, sun-kissed complexion and blonde balayage hair with dark roots.", "attire": { "dress": "A fitted, sleeveless maxi dress with a tie-dye pattern in shades of dark blue, grey, and dusty pink. The dress features a completely open back with thin black crisscross spaghetti straps. A large, intricate black lace butterfly appliqué is attached to the lower back of the dress, sitting just above the glutes.", "feet": "Bare feet, resting on the leather car seat.", "accessories": "Minimal or no visible jewelry." }, "hair": { "style": "Loose, beachy waves falling past the shoulders.", "color": "Dark roots transitioning into golden blonde highlights.", "texture": "Soft and voluminous." }, "anatomy_constraints": { "body_type": "Fit and curvy physique.", "pose_effect": "The kneeling pose accentuates the curvature of the lower back and hips. The gluteal shape is prominent and rounded due to the compression against the heels/seat. The back muscles are subtly engaged due to the twist.", "skin_texture": "Natural skin texture with visible lighting highlights on the shoulder and face." }, "face_reference": { "instruction": "Match facial features exactly: soft jawline, neutral to slightly serious expression, direct gaze." } }, "pose": { "type": "Kneeling rear-view twist.", "orientation": "Subject is kneeling on the back seat of a car, facing the rear window.", "torso": "Twisted significantly to the left to face the camera.", "head": "Turned over the left shoulder, looking directly at the viewer.", "arms": "Both arms are raised, hands gripping the sides of the front seat headrest or the tablet screen mounted on the back of the front seat.", "legs": "Legs are folded underneath the body, kneeling on the seat cushion.", "feet": "Bare feet are visible, resting on the seat leather." }, "environment": { "location": "Interior of a luxury vehicle (sedan or SUV).", "interior_details": { "upholstery": "High-end cognac/tan leather seats with perforated texture details.", "trim": "Black glossy accents on the center console and door panels.", "features": "Entertainment screen mounted on the back of the front seat.", "lighting": "Ambient interior shadows contrasted with bright window light." }, "exterior_view": "Visible through the rear and side windows is a bright, sunny cityscape with a highway overpass and high-rise buildings (suggestive of Miami or a similar coastal city) under a blue sky." }, "camera": { "shot_type": "Medium shot, framing the subject from the knees up.", "perspective": "Eye-level relative to the kneeling subject, capturing the depth of the car interior.", "focal_length": "35mm to 50mm, creating a natural field of view inside the confined space.", "focus": "Sharp focus on the subject's face and dress details. The background city view is slightly softer but distinct." }, "lighting": { "source": "Natural daylight entering through the car windows.", "quality": "Bright, diffused sunlight.", "direction": "Side and back lighting from the windows.", "highlights": "Soft highlights on the subject's blonde hair, left shoulder, and cheekbone. Reflections on the glossy black car trim.", "shadows": "Natural shadows inside the car cabin, grounding the subject on the seat." }, "mood_and_expression": { "expression": "Calm, confident, slightly sultry.", "gaze": "Direct eye contact with the camera.", "vibe": "Lifestyle, travel, luxury, influencer aesthetic." }, "style_and_realism": { "aesthetic": "High-fidelity candid photography.", "fidelity": "Realistic textures for the tie-dye fabric, the lace butterfly, the leather grain of the seats, and human skin. No plastic smoothing.", "color_grading": "Natural, slightly warm tones from the leather interior." }, "colors_and_tone": { "palette": "Warm tan (leather), cool blues/greys (dress), skin tones, bright blue/white (exterior).", "contrast": "Moderate contrast between the interior shadows and exterior brightness.", "white_balance": "Daylight balanced." }, "quality_and_technical_details": { "resolution": "High resolution.", "sharpness": "High.", "noise": "Low, clean digital image." }, "aspect_ratio_and_output": { "ratio": "3:4", "orientation": "Vertical portrait." }, "controlnet": { "pose_control": { "model_type": "OpenPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve kneeling position", "preserve torso twist", "preserve hand placement on headrest", "preserve head turn" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and spatial lock", "constraints": [ "preserve separation between subject and car interior", "maintain depth of window view" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_content": [ "anatomy normalization", "body proportion averaging", "smaller glutes than reference", "flattened curves", "reduced hip volume", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion 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", "naturalization of prominent features" ] } }