{ "subject": { "description": "Young woman with a curvy, athletic build standing outdoors in a driveway.", "hair": "Light brown hair pulled up into a messy, high bun with loose, wispy strands framing the face and neck. Natural texture.", "face": "Round face shape, joyful expression with a broad, open-mouthed smile showing teeth. Light makeup, natural skin texture visible.", "apparel_top": "Light pink, long-sleeved ribbed knit crop top. The fabric is tight-fitting, conforming closely to the torso and arms.", "apparel_bottom": "Tight, short booty shorts featuring a pink and white pattern of US one-dollar bills (money print). The shorts have a visible pink waistband and fit snugly, accentuating the glutes.", "body_characteristics": "Curvy physique with prominent glutes and thighs. The torso is turned to show a side profile, revealing a bust with clear forward projection and natural volume, strictly adhering to the reference silhouette without reduction or flattening. Soft tissue volume is preserved.", "skin": "Light skin tone with natural sun-kissed warmth. Realistic skin texture including pores and minor imperfections." }, "pose": { "orientation": "Rear-quarter view (approx 135 degrees), body facing away from the camera but twisted at the waist.", "head_position": "Turned sharply over the left shoulder to face the viewer directly.", "spine": "Lordotic curvature (arched lower back) emphasizing the glutes and posture.", "arms": "Left arm is bent at the elbow, hand resting near the waist/hip area. Right arm is partially obscured but relaxed by the side.", "legs": "Standing straight, weight distributed evenly, thighs touching.", "action": "Posing for a photo, looking back and smiling." }, "environment": { "location": "Outdoor residential driveway in a tropical or subtropical setting.", "background_objects": "A matte black sports car (appearing to be a Ford Mustang) with a purple-to-pink gradient wrap on the lower rocker panels. The car is parked directly behind the subject.", "foliage": "Tall palm trees and lush green vegetation visible in the background against a blue sky with light wispy clouds.", "ground": "Grey brick or stone paver driveway." }, "camera": { "shot_type": "Medium shot (thighs up).", "angle": "Eye-level to slightly low angle, emphasizing the subject's stature.", "focus": "Sharp focus on the subject, with slightly softer focus on the background elements (car and trees).", "perspective": "Natural lens compression, no wide-angle distortion.", "framing": "Centered subject, filling the majority of the frame." }, "lighting": { "source": "Natural daylight, likely late afternoon or golden hour.", "direction": "Side-lit from the left (viewer's left), creating bright highlights on the face, left shoulder, and hair.", "quality": "Warm, sunny, and direct but slightly diffused. Shadows are soft but distinct, falling to the right.", "shadows": "Natural self-shadowing on the right side of the back and hair." }, "mood_and_expression": { "mood": "Happy, confident, playful, sunny.", "expression": "Genuine, engaging smile, direct eye contact with the camera.", "atmosphere": "Casual, outdoor summer vibe." }, "style_and_realism": { "style": "High-fidelity candid photography, smartphone camera aesthetic.", "realism": "Photorealistic, unpolished, raw. No airbrushing or 'AI glaze'.", "texture_quality": "High detail on fabric ribbing, hair strands, and paving stones." }, "colors_and_tone": { "palette": "Pastel pinks (clothing), vibrant greens (foliage), matte black and purple (car), clear blue (sky), warm skin tones.", "contrast": "Medium-high contrast consistent with sunny outdoor lighting.", "saturation": "Natural to slightly vibrant.", "white_balance": "Daylight balanced, slightly warm." }, "quality_and_technical_details": { "resolution": "High resolution, 8k.", "sharpness": "High textual clarity.", "noise": "Low ISO, clean image." }, "aspect_ratio_and_output": { "ratio": "3:4", "cropping": "No cropping of the subject's main features." }, "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": 1.0 }, "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": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or 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" ] } }