{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "subject": { "description": "Young woman with platinum blonde hair featuring dark roots, straight and shoulder-length. She has fair skin with a warm, sun-kissed tone. Facial features include blue eyes, a refined nose, and full lips with brownish-red lipstick. She is wearing a neon yellow, ribbed-texture bikini top and black string thong bikini bottoms. Her fingernails are painted bright red. A thin gold ring is visible on the ring finger of her left hand. The physique is fit and curvy, with prominent gluteal shape and natural bust volume visible in the side profile.", "anatomical_fidelity": "Preserve exact body proportions. Maintain the fullness and roundness of the glutes as emphasized by the prone pose. Ensure the bust volume is not flattened beyond the natural compression of the pose; side boob volume in the bikini top must be preserved. Skin texture must show natural pores and subtle imperfections, not plastic smoothness.", "clothing": "Neon yellow ribbed bandeau-style bikini top, black thong bikini bottom with side ties.", "accessories": "Gold ring on left hand, red manicure." }, "pose": { "description": "Lying prone (stomach down) on a white beach towel. The upper body is propped up on forearms/elbows. The head is turned sharply over the left shoulder to face the camera directly. The left hand rests near the right collarbone/shoulder area. The torso is slightly arched. The hips act as a pivot point, with the glutes rising naturally. Legs are extended backward.", "specifics": "Chin resting near shoulder, direct gaze, relaxed fingers." }, "environment": { "setting": "Outdoor sandy beach at the base of a cliff.", "foreground": "White towel with dark blue/black patterns, scattered with real sand grains.", "background": "A steep, eroded beige/tan sandstone cliff face with sparse green scrub vegetation. At the very top of the cliff, residential houses with windows and roofs are visible against a clear blue sky.", "details": "Sand texture, rock stratification on the cliff, architectural details of the houses." }, "camera": { "shot_type": "Medium shot, eye-level with the subject (low angle relative to the ground).", "perspective": "Side-rear angle relative to the body, facing the subject's face. Slight foreshortening on the torso.", "focus": "Sharp focus on the subject's face and body. Slight depth of field roll-off on the distant cliff and houses.", "framing": "Subject centered horizontally, occupying the lower two-thirds of the frame." }, "lighting": { "type": "Natural sunlight, late afternoon/golden hour.", "direction": "Light source from the left (subject's front-left), casting shadows behind her and on the right side of her face.", "quality": "Warm, direct, hard light creating defined shadows and distinct highlights on the hair and skin.", "shadows": "Cast shadows on the towel and sand to the right." }, "mood_and_expression": { "mood": "Relaxed, alluring, vacation atmosphere, confident.", "expression": "Soft sm
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "style": "raw outdoor smartphone photography", "camera_device": "smartphone", "lens_equivalent": "26mm", "priority": "MAXIMUM FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "ABSOLUTE", "instruction": "Replace the subject entirely with MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, cheek volume, skin texture, height perception, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no identity blending.", "locked_traits": [ "exact face identity", "accurate height and proportions", "natural curvy silhouette", "realistic skin texture", "authentic anatomy" ] }, "subject": { "description": "My female model with a sun-kissed but natural complexion, seated poolside in a relaxed summer moment.", "hair": { "color": "match model exactly (blonde)", "style": "loose natural waves falling down the back", "texture": "slightly tousled from heat and sun exposure" }, "anatomy": { "build": "athletic hourglass physique", "waist": "slim and defined", "hips": "naturally full and proportional", "skin_texture": "realistic with subtle tan lines and natural grain", "details": "soft shoulder line and gentle back muscle definition" }, "attire": { "garment": "two-piece string bikini", "pattern": "vibrant abstract tie-dye swirl with orange, blue, and yellow tones", "top": "halter-neck bikini top with orange string ties", "bottoms": "high-cut string bikini bottoms sitting naturally on the hips", "fit": "natural, snug fit without compression or exaggeration" } }, "pose": { "orientation": "seated with back facing camera", "posture": "upright seated posture with slight torso rotation", "head": "turned over left shoulder, looking directly at the camera", "legs": "knees bent, legs slightly apart, feet tucked near the body", "arms": "hands resting naturally between thighs", "contact_surface": "sitting firmly on a towel" }, "environment": { "location": "outdoor residential pool deck", "ground": "reddish-brown brick pavers", "foreground": { "towel": "deep purple beach towel spread neatly beneath the subject" }, "background_elements": [ "in-ground swimming pool with clear turquoise water", "wooden privacy fence", "lush green trees and foliage beyond fence", "American flag hanging on fence", "closed blue patio umbrella to the right", "black wicker lounge chair to the left" ] }, "camera": { "perspective": "eye-level to slightly elevated angle", "shot_type": "medium shot from hips to head", "framing": "centered subject captured from behind", "focus": "sharp focus on subject with mild background separation", "geometry": "natural smartphone perspective, no distortion" }, "lighting": { "source": "natural midday sunlight", "quality": "direct, bright outdoor light", "shadows": "defined shadows cast onto towel and brick surface", "highlights": [ "sunlit hair strands", "natural sheen on skin", "sparkle on pool water surface" ] }, "mood_and_expression": { "mood": "relaxed, confident, summery", "expression": "calm, composed, slightly engaging", "eye_contact": "direct but natural" }, "style_and_realism": { "style": "candid lifestyle snapshot", "aesthetic": "authentic summer poolside leisure", "fidelity": "raw realism with no stylization or retouching" }, "colors_and_tone": { "palette": [ "turquoise pool water", "purple towel", "brick red ground", "green foliage", "warm skin tones" ], "contrast": "high due to strong sunlight", "saturation": "natural but vivid summer colors" }, "quality_and_technical_details": { "sharpness": "crisp detail on subject", "texture_quality": "clear fabric weave, brick texture, and water detail", "noise": "minimal, consistent with outdoor smartphone capture" }, "negative_prompt": [ "different face", "identity drift", "beauty filters", "plastic skin", "airbrushed texture", "body reshaping", "flattened anatomy", "wide-angle distortion", "studio lighting", "CGI", "anime", "illustration", "incorrect pose", "changed camera angle" ] }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } } { "subject": { "demographics": "Young adult female, light skin tone with visible tan lines.", "hair": "Platinum blonde hair with distinct dark roots, styled in a messy high bun, loose strands framing the face.", "apparel": "Black strapless bandeau top, minimally visible matching black bottoms.", "accessories": "Large silver hoop earrings, thin silver chain necklace with a star pendant.", "anatomy": "Full, heavy bust with natural gravitational weight due to forward-leaning pose. Visible cleavage and soft tissue volume. Clear tan lines on the upper chest indicating previous sun exposure with a different top.", "skin_details": "Wet, glistening skin texture with visible water droplets. High-resolution pores and skin imperfections. Reflective sheen on shoulders, chest, and face." }, "pose": { "body_position": "Deep squatting/crouching position on the floor. Knees bent deeply outward.", "orientation": "Facing the camera, body leaning forward.", "limbs": "Right arm extended towards the camera (suggesting a selfie angle). Left arm reaching down, hand resting on the floor between the feet.", "head_and_gaze": "Head tilted slightly downward, chin tucked. Eyes looking upward directly into the camera lens with a focused expression." }, "environment": { "setting": "Tiled shower stall or bathroom corner.", "background_elements": "Grey square tiles on walls and floor. Chrome shower mixer/handle visible on the right wall. A white towel hanging on the left side.", "surface_interaction": "Floor tiles appear wet. Water reflections visible on the ground." }, "camera": { "perspective": "High-angle, top-down perspective (selfie style).", "shot_type": "Close-up, full body from a high angle (head to feet visible due to compression).", "focal_length": "Wide-angle lens, creating slight perspective distortion where the head and upper body appear larger than the feet.", "depth_of_field": "Deep depth of field, keeping both the face and the tiled floor in focus." }, "lighting": { "source": "Bright, artificial overhead bathroom lighting.", "quality": "Harsh, direct light creating strong specular highlights on the wet skin (forehead, nose, shoulders, chest).", "shadows": "Deep, sharp shadows cast by the body onto the floor and under the chin/neck area." }, "mood_and_expression": { "emotion": "Candid, intense, slightly provocative but casual.", "facial_expression": "Pouting lips, relaxed facial muscles, piercing upward gaze." }, "style_and_realism": { "aesthetic": "Raw, unfiltered phone photography. Amateur selfie aesthetic.", "fidelity": "Photorealistic, high-fidelity skin texture. No airbrushing or artistic stylization." }, "colors_and_tone": { "palette": "Neutral greys (tiles), skin tones (tan and pale), stark black (clothing), silver (accessories).", "contrast": "High contrast due to bright overhead light and dark shadows.", "saturation": "Natural, slightly muted background with warm skin tones." }, "quality_and_technical_details": { "resolution": "High definition, sharp focus.", "texture_emphasis": "Emphasis on wet skin, hair strands, and tile grout." }, "aspect_ratio_and_output": { "ratio": "3:4", "framing": "Vertical orientation." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve deep squat position", "preserve forward lean angle", "preserve arm extension for selfie perspective", "preserve head tilt and upward gaze" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve high-angle foreshortening", "maintain chest foreground dominance", "prevent flattening of the squat posture" ], "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 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", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "dry skin", "standing pose" ] } }{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } }{ "subject": { "description": "Young woman with fair skin and long, straight brunette hair parted in the middle. She has almond-shaped hazel-green eyes, a refined nose, and full pink lips with a subtle gloss. She is wearing a tight, blue floral-print halter-neck one-piece swimsuit or bodysuit featuring bright pink flowers and green leaves. The garment has a deep plunging neckline that reveals significant cleavage.", "anatomy_and_proportions": "The subject possesses an extremely voluptuous and heavy bust that is significantly above average in volume. The chest mass is full, projecting forward and outward, heavily affected by gravity due to natural weight. The bust depth is visibly greater than the ribcage depth. The torso is slender, creating a dramatic bust-to-waist ratio. Skin texture is natural with visible pores, faint freckles, and soft tissue volume.", "clothing_fit": "The floral bodysuit fits tightly against the skin, conforming to the heavy curvature of the chest and waist. The fabric is strained slightly by the volume of the bust. Thin halter straps go around the neck." }, "pose": { "stance": "Standing upright with a relaxed posture.", "head_position": "Head is tilted slightly downward, with the chin tucked in, looking up towards the camera through eyelashes.", "limbs": "Arms are extended downwards along the sides of the body, relaxed and out of the primary focal area.", "orientation": "Body is facing forward towards the camera, with a slight, subtle angle." }, "environment": { "location": "A domestic kitchen interior.", "background_elements": "To the left, a wooden countertop with a mosaic tile backsplash in shades of purple, grey, and white. White cabinetry with black knobs. Kitchen utensils (spatulas, spoons) in a holder. To the right, built-in stainless steel and black double wall ovens. Wooden flooring is visible.", "details": "Modern, clean, well-lit residential setting." }, "camera": { "perspective": "High-angle shot, looking down at the subject.", "framing": "Medium shot, capturing the subject from the mid-thighs up to the top of the head.", "focal_length": "35mm to 50mm, creating a sense of intimacy without excessive distortion.", "depth_of_field": "Subject is in sharp focus; the kitchen background is slightly softened but fully distinct.", "shot_type": "Eye-level relative to the high angle, emphasizing the subject's gaze and upper body volume." }, "lighting": { "source": "Soft, diffuse indoor ambient lighting, likely a mix of overhead kitchen fixtures and natural light.", "direction": "Top-down and slightly frontal.", "shadows": "Soft shadows visible in the cleavage and under the chin, defining the volume of the chest and facial features.", "highlights": "Subtle specular highlights on the forehead, nose, and the curvature of the upper chest.", "quality": "Neutral to slightly cool color temperature." }, "mood_and_expression": { "expression": "Neutral to soft, alluring gaze. Direct eye contact with a slight 'doe-eyed' look due to the camera angle.", "atmosphere": "Casual, candid, intimate, domestic.", "emotion": "Calm and confident." }, "style_and_realism": { "aesthetic": "High-fidelity photorealism, resembling a high-quality smartphone photo or candid DSLR shot.", "texture_quality": "Ultra-detailed skin texture, realistic fabric weave, accurate material rendering for the kitchen surfaces (wood, tile, metal).", "render_style": "Unfiltered, raw, authentic photography style." }, "colors_and_tone": { "palette": "Natural skin tones, vibrant blue and pink on the swimsuit, neutral whites, browns, and mosaic purples in the background.", "contrast": "Moderate contrast, preserving shadow detail in the hair and background.", "saturation": "Natural and lifelike, with the swimsuit colors popping against the neutral kitchen tones." }, "quality_and_technical_details": { "resolution": "8k, high definition.", "sharpness": "Crisp focus on the eyes and face.", "noise": "Low ISO, minimal grain." }, "aspect_ratio_and_output": { "ratio": "3:4", "orientation": "Portrait" }, "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", "lock head tilt and chin tuck" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation", "ensure high-angle perspective geometry" ], "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 or lifted 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", "low angle", "looking away" ] } }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
Create a hyper-realistic studio-style collage in 9:16 format (with a face identical to the one in the submitted photo) on a simple light gray background with strong, dramatic lighting. The composition should be elegant and impactful, organized in a 3x3 grid, with each square displaying a unique facial expression and relaxed body movements to add personality and mystery. Each expression should be distinct, ranging from pointing authoritatively, laughing joyfully, pretending to sleep soundly, drinking naturally, winking mischievously, to thoughtfully thinking and gesturing dynamically. Each pose should captivate with energy and evoke emotions, drawing the viewer's eye. To add drama and depth, make each pose appear to be breaking through torn white paper frames, creating a 3D effect as if the man is emerging from the background—infusing the image with tension, energy, and movement. Each square features a different outfit, perfectly complementing the mood of the expression: Casual and relaxed T-shirt; Sporty, active, and laid-back fitness wear; Humorous or eccentric, fun and daring clothing; creative and artistic fashion choices with an unexpected twist. Expressions should be dynamic, ranging from playful and relaxed to serious and reflective, with each frame displaying a different emotional layer. Skin texture, lighting, and details should be hyper-realistic, ensuring that every fold of clothing, facial feature, and shadow of light is sharp and impactful. The overall studio-style aesthetic should balance modern sophistication with bold creativity, making each pose appear cinematic, powerful, and engaging, as if the person is stepping out of the scene, drawing attention with every movement.
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "style": "raw outdoor smartphone photography", "camera_device": "smartphone", "lens_equivalent": "26mm", "priority": "MAXIMUM FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "ABSOLUTE", "instruction": "Replace the subject entirely with MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, cheek volume, skin texture, height perception, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no identity blending.", "locked_traits": [ "exact face identity", "accurate height and proportions", "natural curvy silhouette", "realistic skin texture", "authentic anatomy" ] }, "subject": { "description": "My female model with a sun-kissed but natural complexion, seated poolside in a relaxed summer moment.", "hair": { "color": "match model exactly (blonde)", "style": "loose natural waves falling down the back", "texture": "slightly tousled from heat and sun exposure" }, "anatomy": { "build": "athletic hourglass physique", "waist": "slim and defined", "hips": "naturally full and proportional", "skin_texture": "realistic with subtle tan lines and natural grain", "details": "soft shoulder line and gentle back muscle definition" }, "attire": { "garment": "two-piece string bikini", "pattern": "vibrant abstract tie-dye swirl with orange, blue, and yellow tones", "top": "halter-neck bikini top with orange string ties", "bottoms": "high-cut string bikini bottoms sitting naturally on the hips", "fit": "natural, snug fit without compression or exaggeration" } }, "pose": { "orientation": "seated with back facing camera", "posture": "upright seated posture with slight torso rotation", "head": "turned over left shoulder, looking directly at the camera", "legs": "knees bent, legs slightly apart, feet tucked near the body", "arms": "hands resting naturally between thighs", "contact_surface": "sitting firmly on a towel" }, "environment": { "location": "outdoor residential pool deck", "ground": "reddish-brown brick pavers", "foreground": { "towel": "deep purple beach towel spread neatly beneath the subject" }, "background_elements": [ "in-ground swimming pool with clear turquoise water", "wooden privacy fence", "lush green trees and foliage beyond fence", "American flag hanging on fence", "closed blue patio umbrella to the right", "black wicker lounge chair to the left" ] }, "camera": { "perspective": "eye-level to slightly elevated angle", "shot_type": "medium shot from hips to head", "framing": "centered subject captured from behind", "focus": "sharp focus on subject with mild background separation", "geometry": "natural smartphone perspective, no distortion" }, "lighting": { "source": "natural midday sunlight", "quality": "direct, bright outdoor light", "shadows": "defined shadows cast onto towel and brick surface", "highlights": [ "sunlit hair strands", "natural sheen on skin", "sparkle on pool water surface" ] }, "mood_and_expression": { "mood": "relaxed, confident, summery", "expression": "calm, composed, slightly engaging", "eye_contact": "direct but natural" }, "style_and_realism": { "style": "candid lifestyle snapshot", "aesthetic": "authentic summer poolside leisure", "fidelity": "raw realism with no stylization or retouching" }, "colors_and_tone": { "palette": [ "turquoise pool water", "purple towel", "brick red ground", "green foliage", "warm skin tones" ], "contrast": "high due to strong sunlight", "saturation": "natural but vivid summer colors" }, "quality_and_technical_details": { "sharpness": "crisp detail on subject", "texture_quality": "clear fabric weave, brick texture, and water detail", "noise": "minimal, consistent with outdoor smartphone capture" }, "negative_prompt": [ "different face", "identity drift", "beauty filters", "plastic skin", "airbrushed texture", "body reshaping", "flattened anatomy", "wide-angle distortion", "studio lighting", "CGI", "anime", "illustration", "incorrect pose", "changed camera angle" ] }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } } { "subject": { "demographics": "Young adult female, light skin tone with visible tan lines.", "hair": "Platinum blonde hair with distinct dark roots, styled in a messy high bun, loose strands framing the face.", "apparel": "Black strapless bandeau top, minimally visible matching black bottoms.", "accessories": "Large silver hoop earrings, thin silver chain necklace with a star pendant.", "anatomy": "Full, heavy bust with natural gravitational weight due to forward-leaning pose. Visible cleavage and soft tissue volume. Clear tan lines on the upper chest indicating previous sun exposure with a different top.", "skin_details": "Wet, glistening skin texture with visible water droplets. High-resolution pores and skin imperfections. Reflective sheen on shoulders, chest, and face." }, "pose": { "body_position": "Deep squatting/crouching position on the floor. Knees bent deeply outward.", "orientation": "Facing the camera, body leaning forward.", "limbs": "Right arm extended towards the camera (suggesting a selfie angle). Left arm reaching down, hand resting on the floor between the feet.", "head_and_gaze": "Head tilted slightly downward, chin tucked. Eyes looking upward directly into the camera lens with a focused expression." }, "environment": { "setting": "Tiled shower stall or bathroom corner.", "background_elements": "Grey square tiles on walls and floor. Chrome shower mixer/handle visible on the right wall. A white towel hanging on the left side.", "surface_interaction": "Floor tiles appear wet. Water reflections visible on the ground." }, "camera": { "perspective": "High-angle, top-down perspective (selfie style).", "shot_type": "Close-up, full body from a high angle (head to feet visible due to compression).", "focal_length": "Wide-angle lens, creating slight perspective distortion where the head and upper body appear larger than the feet.", "depth_of_field": "Deep depth of field, keeping both the face and the tiled floor in focus." }, "lighting": { "source": "Bright, artificial overhead bathroom lighting.", "quality": "Harsh, direct light creating strong specular highlights on the wet skin (forehead, nose, shoulders, chest).", "shadows": "Deep, sharp shadows cast by the body onto the floor and under the chin/neck area." }, "mood_and_expression": { "emotion": "Candid, intense, slightly provocative but casual.", "facial_expression": "Pouting lips, relaxed facial muscles, piercing upward gaze." }, "style_and_realism": { "aesthetic": "Raw, unfiltered phone photography. Amateur selfie aesthetic.", "fidelity": "Photorealistic, high-fidelity skin texture. No airbrushing or artistic stylization." }, "colors_and_tone": { "palette": "Neutral greys (tiles), skin tones (tan and pale), stark black (clothing), silver (accessories).", "contrast": "High contrast due to bright overhead light and dark shadows.", "saturation": "Natural, slightly muted background with warm skin tones." }, "quality_and_technical_details": { "resolution": "High definition, sharp focus.", "texture_emphasis": "Emphasis on wet skin, hair strands, and tile grout." }, "aspect_ratio_and_output": { "ratio": "3:4", "framing": "Vertical orientation." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve deep squat position", "preserve forward lean angle", "preserve arm extension for selfie perspective", "preserve head tilt and upward gaze" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve high-angle foreshortening", "maintain chest foreground dominance", "prevent flattening of the squat posture" ], "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 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", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "dry skin", "standing pose" ] } }{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } }{ "subject": { "description": "Young woman with fair skin and long, straight brunette hair parted in the middle. She has almond-shaped hazel-green eyes, a refined nose, and full pink lips with a subtle gloss. She is wearing a tight, blue floral-print halter-neck one-piece swimsuit or bodysuit featuring bright pink flowers and green leaves. The garment has a deep plunging neckline that reveals significant cleavage.", "anatomy_and_proportions": "The subject possesses an extremely voluptuous and heavy bust that is significantly above average in volume. The chest mass is full, projecting forward and outward, heavily affected by gravity due to natural weight. The bust depth is visibly greater than the ribcage depth. The torso is slender, creating a dramatic bust-to-waist ratio. Skin texture is natural with visible pores, faint freckles, and soft tissue volume.", "clothing_fit": "The floral bodysuit fits tightly against the skin, conforming to the heavy curvature of the chest and waist. The fabric is strained slightly by the volume of the bust. Thin halter straps go around the neck." }, "pose": { "stance": "Standing upright with a relaxed posture.", "head_position": "Head is tilted slightly downward, with the chin tucked in, looking up towards the camera through eyelashes.", "limbs": "Arms are extended downwards along the sides of the body, relaxed and out of the primary focal area.", "orientation": "Body is facing forward towards the camera, with a slight, subtle angle." }, "environment": { "location": "A domestic kitchen interior.", "background_elements": "To the left, a wooden countertop with a mosaic tile backsplash in shades of purple, grey, and white. White cabinetry with black knobs. Kitchen utensils (spatulas, spoons) in a holder. To the right, built-in stainless steel and black double wall ovens. Wooden flooring is visible.", "details": "Modern, clean, well-lit residential setting." }, "camera": { "perspective": "High-angle shot, looking down at the subject.", "framing": "Medium shot, capturing the subject from the mid-thighs up to the top of the head.", "focal_length": "35mm to 50mm, creating a sense of intimacy without excessive distortion.", "depth_of_field": "Subject is in sharp focus; the kitchen background is slightly softened but fully distinct.", "shot_type": "Eye-level relative to the high angle, emphasizing the subject's gaze and upper body volume." }, "lighting": { "source": "Soft, diffuse indoor ambient lighting, likely a mix of overhead kitchen fixtures and natural light.", "direction": "Top-down and slightly frontal.", "shadows": "Soft shadows visible in the cleavage and under the chin, defining the volume of the chest and facial features.", "highlights": "Subtle specular highlights on the forehead, nose, and the curvature of the upper chest.", "quality": "Neutral to slightly cool color temperature." }, "mood_and_expression": { "expression": "Neutral to soft, alluring gaze. Direct eye contact with a slight 'doe-eyed' look due to the camera angle.", "atmosphere": "Casual, candid, intimate, domestic.", "emotion": "Calm and confident." }, "style_and_realism": { "aesthetic": "High-fidelity photorealism, resembling a high-quality smartphone photo or candid DSLR shot.", "texture_quality": "Ultra-detailed skin texture, realistic fabric weave, accurate material rendering for the kitchen surfaces (wood, tile, metal).", "render_style": "Unfiltered, raw, authentic photography style." }, "colors_and_tone": { "palette": "Natural skin tones, vibrant blue and pink on the swimsuit, neutral whites, browns, and mosaic purples in the background.", "contrast": "Moderate contrast, preserving shadow detail in the hair and background.", "saturation": "Natural and lifelike, with the swimsuit colors popping against the neutral kitchen tones." }, "quality_and_technical_details": { "resolution": "8k, high definition.", "sharpness": "Crisp focus on the eyes and face.", "noise": "Low ISO, minimal grain." }, "aspect_ratio_and_output": { "ratio": "3:4", "orientation": "Portrait" }, "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", "lock head tilt and chin tuck" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation", "ensure high-angle perspective geometry" ], "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 or lifted 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", "low angle", "looking away" ] } }
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
Create a hyper-realistic studio-style collage in 9:16 format (with a face identical to the one in the submitted photo) on a simple light gray background with strong, dramatic lighting. The composition should be elegant and impactful, organized in a 3x3 grid, with each square displaying a unique facial expression and relaxed body movements to add personality and mystery. Each expression should be distinct, ranging from pointing authoritatively, laughing joyfully, pretending to sleep soundly, drinking naturally, winking mischievously, to thoughtfully thinking and gesturing dynamically. Each pose should captivate with energy and evoke emotions, drawing the viewer's eye. To add drama and depth, make each pose appear to be breaking through torn white paper frames, creating a 3D effect as if the man is emerging from the background—infusing the image with tension, energy, and movement. Each square features a different outfit, perfectly complementing the mood of the expression: Casual and relaxed T-shirt; Sporty, active, and laid-back fitness wear; Humorous or eccentric, fun and daring clothing; creative and artistic fashion choices with an unexpected twist. Expressions should be dynamic, ranging from playful and relaxed to serious and reflective, with each frame displaying a different emotional layer. Skin texture, lighting, and details should be hyper-realistic, ensuring that every fold of clothing, facial feature, and shadow of light is sharp and impactful. The overall studio-style aesthetic should balance modern sophistication with bold creativity, making each pose appear cinematic, powerful, and engaging, as if the person is stepping out of the scene, drawing attention with every movement.
{ "subject": { "description": "Young woman with platinum blonde hair featuring dark roots, straight and shoulder-length. She has fair skin with a warm, sun-kissed tone. Facial features include blue eyes, a refined nose, and full lips with brownish-red lipstick. She is wearing a neon yellow, ribbed-texture bikini top and black string thong bikini bottoms. Her fingernails are painted bright red. A thin gold ring is visible on the ring finger of her left hand. The physique is fit and curvy, with prominent gluteal shape and natural bust volume visible in the side profile.", "anatomical_fidelity": "Preserve exact body proportions. Maintain the fullness and roundness of the glutes as emphasized by the prone pose. Ensure the bust volume is not flattened beyond the natural compression of the pose; side boob volume in the bikini top must be preserved. Skin texture must show natural pores and subtle imperfections, not plastic smoothness.", "clothing": "Neon yellow ribbed bandeau-style bikini top, black thong bikini bottom with side ties.", "accessories": "Gold ring on left hand, red manicure." }, "pose": { "description": "Lying prone (stomach down) on a white beach towel. The upper body is propped up on forearms/elbows. The head is turned sharply over the left shoulder to face the camera directly. The left hand rests near the right collarbone/shoulder area. The torso is slightly arched. The hips act as a pivot point, with the glutes rising naturally. Legs are extended backward.", "specifics": "Chin resting near shoulder, direct gaze, relaxed fingers." }, "environment": { "setting": "Outdoor sandy beach at the base of a cliff.", "foreground": "White towel with dark blue/black patterns, scattered with real sand grains.", "background": "A steep, eroded beige/tan sandstone cliff face with sparse green scrub vegetation. At the very top of the cliff, residential houses with windows and roofs are visible against a clear blue sky.", "details": "Sand texture, rock stratification on the cliff, architectural details of the houses." }, "camera": { "shot_type": "Medium shot, eye-level with the subject (low angle relative to the ground).", "perspective": "Side-rear angle relative to the body, facing the subject's face. Slight foreshortening on the torso.", "focus": "Sharp focus on the subject's face and body. Slight depth of field roll-off on the distant cliff and houses.", "framing": "Subject centered horizontally, occupying the lower two-thirds of the frame." }, "lighting": { "type": "Natural sunlight, late afternoon/golden hour.", "direction": "Light source from the left (subject's front-left), casting shadows behind her and on the right side of her face.", "quality": "Warm, direct, hard light creating defined shadows and distinct highlights on the hair and skin.", "shadows": "Cast shadows on the towel and sand to the right." }, "mood_and_expression": { "mood": "Relaxed, alluring, vacation atmosphere, confident.", "expression": "Soft sm
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
{ "subject": { "description": "Young woman with platinum blonde hair featuring dark roots, straight and shoulder-length. She has fair skin with a warm, sun-kissed tone. Facial features include blue eyes, a refined nose, and full lips with brownish-red lipstick. She is wearing a neon yellow, ribbed-texture bikini top and black string thong bikini bottoms. Her fingernails are painted bright red. A thin gold ring is visible on the ring finger of her left hand. The physique is fit and curvy, with prominent gluteal shape and natural bust volume visible in the side profile.", "anatomical_fidelity": "Preserve exact body proportions. Maintain the fullness and roundness of the glutes as emphasized by the prone pose. Ensure the bust volume is not flattened beyond the natural compression of the pose; side boob volume in the bikini top must be preserved. Skin texture must show natural pores and subtle imperfections, not plastic smoothness.", "clothing": "Neon yellow ribbed bandeau-style bikini top, black thong bikini bottom with side ties.", "accessories": "Gold ring on left hand, red manicure." }, "pose": { "description": "Lying prone (stomach down) on a white beach towel. The upper body is propped up on forearms/elbows. The head is turned sharply over the left shoulder to face the camera directly. The left hand rests near the right collarbone/shoulder area. The torso is slightly arched. The hips act as a pivot point, with the glutes rising naturally. Legs are extended backward.", "specifics": "Chin resting near shoulder, direct gaze, relaxed fingers." }, "environment": { "setting": "Outdoor sandy beach at the base of a cliff.", "foreground": "White towel with dark blue/black patterns, scattered with real sand grains.", "background": "A steep, eroded beige/tan sandstone cliff face with sparse green scrub vegetation. At the very top of the cliff, residential houses with windows and roofs are visible against a clear blue sky.", "details": "Sand texture, rock stratification on the cliff, architectural details of the houses." }, "camera": { "shot_type": "Medium shot, eye-level with the subject (low angle relative to the ground).", "perspective": "Side-rear angle relative to the body, facing the subject's face. Slight foreshortening on the torso.", "focus": "Sharp focus on the subject's face and body. Slight depth of field roll-off on the distant cliff and houses.", "framing": "Subject centered horizontally, occupying the lower two-thirds of the frame." }, "lighting": { "type": "Natural sunlight, late afternoon/golden hour.", "direction": "Light source from the left (subject's front-left), casting shadows behind her and on the right side of her face.", "quality": "Warm, direct, hard light creating defined shadows and distinct highlights on the hair and skin.", "shadows": "Cast shadows on the towel and sand to the right." }, "mood_and_expression": { "mood": "Relaxed, alluring, vacation atmosphere, confident.", "expression": "Soft sm
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
Create a hyper-realistic studio-style collage in 9:16 format (with a face identical to the one in the submitted photo) on a simple light gray background with strong, dramatic lighting. The composition should be elegant and impactful, organized in a 3x3 grid, with each square displaying a unique facial expression and relaxed body movements to add personality and mystery. Each expression should be distinct, ranging from pointing authoritatively, laughing joyfully, pretending to sleep soundly, drinking naturally, winking mischievously, to thoughtfully thinking and gesturing dynamically. Each pose should captivate with energy and evoke emotions, drawing the viewer's eye. To add drama and depth, make each pose appear to be breaking through torn white paper frames, creating a 3D effect as if the man is emerging from the background—infusing the image with tension, energy, and movement. Each square features a different outfit, perfectly complementing the mood of the expression: Casual and relaxed T-shirt; Sporty, active, and laid-back fitness wear; Humorous or eccentric, fun and daring clothing; creative and artistic fashion choices with an unexpected twist. Expressions should be dynamic, ranging from playful and relaxed to serious and reflective, with each frame displaying a different emotional layer. Skin texture, lighting, and details should be hyper-realistic, ensuring that every fold of clothing, facial feature, and shadow of light is sharp and impactful. The overall studio-style aesthetic should balance modern sophistication with bold creativity, making each pose appear cinematic, powerful, and engaging, as if the person is stepping out of the scene, drawing attention with every movement.
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "style": "raw outdoor smartphone photography", "camera_device": "smartphone", "lens_equivalent": "26mm", "priority": "MAXIMUM FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "ABSOLUTE", "instruction": "Replace the subject entirely with MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, cheek volume, skin texture, height perception, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no identity blending.", "locked_traits": [ "exact face identity", "accurate height and proportions", "natural curvy silhouette", "realistic skin texture", "authentic anatomy" ] }, "subject": { "description": "My female model with a sun-kissed but natural complexion, seated poolside in a relaxed summer moment.", "hair": { "color": "match model exactly (blonde)", "style": "loose natural waves falling down the back", "texture": "slightly tousled from heat and sun exposure" }, "anatomy": { "build": "athletic hourglass physique", "waist": "slim and defined", "hips": "naturally full and proportional", "skin_texture": "realistic with subtle tan lines and natural grain", "details": "soft shoulder line and gentle back muscle definition" }, "attire": { "garment": "two-piece string bikini", "pattern": "vibrant abstract tie-dye swirl with orange, blue, and yellow tones", "top": "halter-neck bikini top with orange string ties", "bottoms": "high-cut string bikini bottoms sitting naturally on the hips", "fit": "natural, snug fit without compression or exaggeration" } }, "pose": { "orientation": "seated with back facing camera", "posture": "upright seated posture with slight torso rotation", "head": "turned over left shoulder, looking directly at the camera", "legs": "knees bent, legs slightly apart, feet tucked near the body", "arms": "hands resting naturally between thighs", "contact_surface": "sitting firmly on a towel" }, "environment": { "location": "outdoor residential pool deck", "ground": "reddish-brown brick pavers", "foreground": { "towel": "deep purple beach towel spread neatly beneath the subject" }, "background_elements": [ "in-ground swimming pool with clear turquoise water", "wooden privacy fence", "lush green trees and foliage beyond fence", "American flag hanging on fence", "closed blue patio umbrella to the right", "black wicker lounge chair to the left" ] }, "camera": { "perspective": "eye-level to slightly elevated angle", "shot_type": "medium shot from hips to head", "framing": "centered subject captured from behind", "focus": "sharp focus on subject with mild background separation", "geometry": "natural smartphone perspective, no distortion" }, "lighting": { "source": "natural midday sunlight", "quality": "direct, bright outdoor light", "shadows": "defined shadows cast onto towel and brick surface", "highlights": [ "sunlit hair strands", "natural sheen on skin", "sparkle on pool water surface" ] }, "mood_and_expression": { "mood": "relaxed, confident, summery", "expression": "calm, composed, slightly engaging", "eye_contact": "direct but natural" }, "style_and_realism": { "style": "candid lifestyle snapshot", "aesthetic": "authentic summer poolside leisure", "fidelity": "raw realism with no stylization or retouching" }, "colors_and_tone": { "palette": [ "turquoise pool water", "purple towel", "brick red ground", "green foliage", "warm skin tones" ], "contrast": "high due to strong sunlight", "saturation": "natural but vivid summer colors" }, "quality_and_technical_details": { "sharpness": "crisp detail on subject", "texture_quality": "clear fabric weave, brick texture, and water detail", "noise": "minimal, consistent with outdoor smartphone capture" }, "negative_prompt": [ "different face", "identity drift", "beauty filters", "plastic skin", "airbrushed texture", "body reshaping", "flattened anatomy", "wide-angle distortion", "studio lighting", "CGI", "anime", "illustration", "incorrect pose", "changed camera angle" ] }
{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } } { "subject": { "demographics": "Young adult female, light skin tone with visible tan lines.", "hair": "Platinum blonde hair with distinct dark roots, styled in a messy high bun, loose strands framing the face.", "apparel": "Black strapless bandeau top, minimally visible matching black bottoms.", "accessories": "Large silver hoop earrings, thin silver chain necklace with a star pendant.", "anatomy": "Full, heavy bust with natural gravitational weight due to forward-leaning pose. Visible cleavage and soft tissue volume. Clear tan lines on the upper chest indicating previous sun exposure with a different top.", "skin_details": "Wet, glistening skin texture with visible water droplets. High-resolution pores and skin imperfections. Reflective sheen on shoulders, chest, and face." }, "pose": { "body_position": "Deep squatting/crouching position on the floor. Knees bent deeply outward.", "orientation": "Facing the camera, body leaning forward.", "limbs": "Right arm extended towards the camera (suggesting a selfie angle). Left arm reaching down, hand resting on the floor between the feet.", "head_and_gaze": "Head tilted slightly downward, chin tucked. Eyes looking upward directly into the camera lens with a focused expression." }, "environment": { "setting": "Tiled shower stall or bathroom corner.", "background_elements": "Grey square tiles on walls and floor. Chrome shower mixer/handle visible on the right wall. A white towel hanging on the left side.", "surface_interaction": "Floor tiles appear wet. Water reflections visible on the ground." }, "camera": { "perspective": "High-angle, top-down perspective (selfie style).", "shot_type": "Close-up, full body from a high angle (head to feet visible due to compression).", "focal_length": "Wide-angle lens, creating slight perspective distortion where the head and upper body appear larger than the feet.", "depth_of_field": "Deep depth of field, keeping both the face and the tiled floor in focus." }, "lighting": { "source": "Bright, artificial overhead bathroom lighting.", "quality": "Harsh, direct light creating strong specular highlights on the wet skin (forehead, nose, shoulders, chest).", "shadows": "Deep, sharp shadows cast by the body onto the floor and under the chin/neck area." }, "mood_and_expression": { "emotion": "Candid, intense, slightly provocative but casual.", "facial_expression": "Pouting lips, relaxed facial muscles, piercing upward gaze." }, "style_and_realism": { "aesthetic": "Raw, unfiltered phone photography. Amateur selfie aesthetic.", "fidelity": "Photorealistic, high-fidelity skin texture. No airbrushing or artistic stylization." }, "colors_and_tone": { "palette": "Neutral greys (tiles), skin tones (tan and pale), stark black (clothing), silver (accessories).", "contrast": "High contrast due to bright overhead light and dark shadows.", "saturation": "Natural, slightly muted background with warm skin tones." }, "quality_and_technical_details": { "resolution": "High definition, sharp focus.", "texture_emphasis": "Emphasis on wet skin, hair strands, and tile grout." }, "aspect_ratio_and_output": { "ratio": "3:4", "framing": "Vertical orientation." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve deep squat position", "preserve forward lean angle", "preserve arm extension for selfie perspective", "preserve head tilt and upward gaze" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve high-angle foreshortening", "maintain chest foreground dominance", "prevent flattening of the squat posture" ], "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 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", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "dry skin", "standing pose" ] } }{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } }{ "subject": { "description": "Young woman with fair skin and long, straight brunette hair parted in the middle. She has almond-shaped hazel-green eyes, a refined nose, and full pink lips with a subtle gloss. She is wearing a tight, blue floral-print halter-neck one-piece swimsuit or bodysuit featuring bright pink flowers and green leaves. The garment has a deep plunging neckline that reveals significant cleavage.", "anatomy_and_proportions": "The subject possesses an extremely voluptuous and heavy bust that is significantly above average in volume. The chest mass is full, projecting forward and outward, heavily affected by gravity due to natural weight. The bust depth is visibly greater than the ribcage depth. The torso is slender, creating a dramatic bust-to-waist ratio. Skin texture is natural with visible pores, faint freckles, and soft tissue volume.", "clothing_fit": "The floral bodysuit fits tightly against the skin, conforming to the heavy curvature of the chest and waist. The fabric is strained slightly by the volume of the bust. Thin halter straps go around the neck." }, "pose": { "stance": "Standing upright with a relaxed posture.", "head_position": "Head is tilted slightly downward, with the chin tucked in, looking up towards the camera through eyelashes.", "limbs": "Arms are extended downwards along the sides of the body, relaxed and out of the primary focal area.", "orientation": "Body is facing forward towards the camera, with a slight, subtle angle." }, "environment": { "location": "A domestic kitchen interior.", "background_elements": "To the left, a wooden countertop with a mosaic tile backsplash in shades of purple, grey, and white. White cabinetry with black knobs. Kitchen utensils (spatulas, spoons) in a holder. To the right, built-in stainless steel and black double wall ovens. Wooden flooring is visible.", "details": "Modern, clean, well-lit residential setting." }, "camera": { "perspective": "High-angle shot, looking down at the subject.", "framing": "Medium shot, capturing the subject from the mid-thighs up to the top of the head.", "focal_length": "35mm to 50mm, creating a sense of intimacy without excessive distortion.", "depth_of_field": "Subject is in sharp focus; the kitchen background is slightly softened but fully distinct.", "shot_type": "Eye-level relative to the high angle, emphasizing the subject's gaze and upper body volume." }, "lighting": { "source": "Soft, diffuse indoor ambient lighting, likely a mix of overhead kitchen fixtures and natural light.", "direction": "Top-down and slightly frontal.", "shadows": "Soft shadows visible in the cleavage and under the chin, defining the volume of the chest and facial features.", "highlights": "Subtle specular highlights on the forehead, nose, and the curvature of the upper chest.", "quality": "Neutral to slightly cool color temperature." }, "mood_and_expression": { "expression": "Neutral to soft, alluring gaze. Direct eye contact with a slight 'doe-eyed' look due to the camera angle.", "atmosphere": "Casual, candid, intimate, domestic.", "emotion": "Calm and confident." }, "style_and_realism": { "aesthetic": "High-fidelity photorealism, resembling a high-quality smartphone photo or candid DSLR shot.", "texture_quality": "Ultra-detailed skin texture, realistic fabric weave, accurate material rendering for the kitchen surfaces (wood, tile, metal).", "render_style": "Unfiltered, raw, authentic photography style." }, "colors_and_tone": { "palette": "Natural skin tones, vibrant blue and pink on the swimsuit, neutral whites, browns, and mosaic purples in the background.", "contrast": "Moderate contrast, preserving shadow detail in the hair and background.", "saturation": "Natural and lifelike, with the swimsuit colors popping against the neutral kitchen tones." }, "quality_and_technical_details": { "resolution": "8k, high definition.", "sharpness": "Crisp focus on the eyes and face.", "noise": "Low ISO, minimal grain." }, "aspect_ratio_and_output": { "ratio": "3:4", "orientation": "Portrait" }, "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", "lock head tilt and chin tuck" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation", "ensure high-angle perspective geometry" ], "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 or lifted 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", "low angle", "looking away" ] } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "subject": { "description": "Young woman with platinum blonde hair featuring dark roots, straight and shoulder-length. She has fair skin with a warm, sun-kissed tone. Facial features include blue eyes, a refined nose, and full lips with brownish-red lipstick. She is wearing a neon yellow, ribbed-texture bikini top and black string thong bikini bottoms. Her fingernails are painted bright red. A thin gold ring is visible on the ring finger of her left hand. The physique is fit and curvy, with prominent gluteal shape and natural bust volume visible in the side profile.", "anatomical_fidelity": "Preserve exact body proportions. Maintain the fullness and roundness of the glutes as emphasized by the prone pose. Ensure the bust volume is not flattened beyond the natural compression of the pose; side boob volume in the bikini top must be preserved. Skin texture must show natural pores and subtle imperfections, not plastic smoothness.", "clothing": "Neon yellow ribbed bandeau-style bikini top, black thong bikini bottom with side ties.", "accessories": "Gold ring on left hand, red manicure." }, "pose": { "description": "Lying prone (stomach down) on a white beach towel. The upper body is propped up on forearms/elbows. The head is turned sharply over the left shoulder to face the camera directly. The left hand rests near the right collarbone/shoulder area. The torso is slightly arched. The hips act as a pivot point, with the glutes rising naturally. Legs are extended backward.", "specifics": "Chin resting near shoulder, direct gaze, relaxed fingers." }, "environment": { "setting": "Outdoor sandy beach at the base of a cliff.", "foreground": "White towel with dark blue/black patterns, scattered with real sand grains.", "background": "A steep, eroded beige/tan sandstone cliff face with sparse green scrub vegetation. At the very top of the cliff, residential houses with windows and roofs are visible against a clear blue sky.", "details": "Sand texture, rock stratification on the cliff, architectural details of the houses." }, "camera": { "shot_type": "Medium shot, eye-level with the subject (low angle relative to the ground).", "perspective": "Side-rear angle relative to the body, facing the subject's face. Slight foreshortening on the torso.", "focus": "Sharp focus on the subject's face and body. Slight depth of field roll-off on the distant cliff and houses.", "framing": "Subject centered horizontally, occupying the lower two-thirds of the frame." }, "lighting": { "type": "Natural sunlight, late afternoon/golden hour.", "direction": "Light source from the left (subject's front-left), casting shadows behind her and on the right side of her face.", "quality": "Warm, direct, hard light creating defined shadows and distinct highlights on the hair and skin.", "shadows": "Cast shadows on the towel and sand to the right." }, "mood_and_expression": { "mood": "Relaxed, alluring, vacation atmosphere, confident.", "expression": "Soft sm
Create a hyper-realistic studio-style collage in 9:16 format (with a face identical to the one in the submitted photo) on a simple light gray background with strong, dramatic lighting. The composition should be elegant and impactful, organized in a 3x3 grid, with each square displaying a unique facial expression and relaxed body movements to add personality and mystery. Each expression should be distinct, ranging from pointing authoritatively, laughing joyfully, pretending to sleep soundly, drinking naturally, winking mischievously, to thoughtfully thinking and gesturing dynamically. Each pose should captivate with energy and evoke emotions, drawing the viewer's eye. To add drama and depth, make each pose appear to be breaking through torn white paper frames, creating a 3D effect as if the man is emerging from the background—infusing the image with tension, energy, and movement. Each square features a different outfit, perfectly complementing the mood of the expression: Casual and relaxed T-shirt; Sporty, active, and laid-back fitness wear; Humorous or eccentric, fun and daring clothing; creative and artistic fashion choices with an unexpected twist. Expressions should be dynamic, ranging from playful and relaxed to serious and reflective, with each frame displaying a different emotional layer. Skin texture, lighting, and details should be hyper-realistic, ensuring that every fold of clothing, facial feature, and shadow of light is sharp and impactful. The overall studio-style aesthetic should balance modern sophistication with bold creativity, making each pose appear cinematic, powerful, and engaging, as if the person is stepping out of the scene, drawing attention with every movement.
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "style": "raw outdoor smartphone photography", "camera_device": "smartphone", "lens_equivalent": "26mm", "priority": "MAXIMUM FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "ABSOLUTE", "instruction": "Replace the subject entirely with MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, cheek volume, skin texture, height perception, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no identity blending.", "locked_traits": [ "exact face identity", "accurate height and proportions", "natural curvy silhouette", "realistic skin texture", "authentic anatomy" ] }, "subject": { "description": "My female model with a sun-kissed but natural complexion, seated poolside in a relaxed summer moment.", "hair": { "color": "match model exactly (blonde)", "style": "loose natural waves falling down the back", "texture": "slightly tousled from heat and sun exposure" }, "anatomy": { "build": "athletic hourglass physique", "waist": "slim and defined", "hips": "naturally full and proportional", "skin_texture": "realistic with subtle tan lines and natural grain", "details": "soft shoulder line and gentle back muscle definition" }, "attire": { "garment": "two-piece string bikini", "pattern": "vibrant abstract tie-dye swirl with orange, blue, and yellow tones", "top": "halter-neck bikini top with orange string ties", "bottoms": "high-cut string bikini bottoms sitting naturally on the hips", "fit": "natural, snug fit without compression or exaggeration" } }, "pose": { "orientation": "seated with back facing camera", "posture": "upright seated posture with slight torso rotation", "head": "turned over left shoulder, looking directly at the camera", "legs": "knees bent, legs slightly apart, feet tucked near the body", "arms": "hands resting naturally between thighs", "contact_surface": "sitting firmly on a towel" }, "environment": { "location": "outdoor residential pool deck", "ground": "reddish-brown brick pavers", "foreground": { "towel": "deep purple beach towel spread neatly beneath the subject" }, "background_elements": [ "in-ground swimming pool with clear turquoise water", "wooden privacy fence", "lush green trees and foliage beyond fence", "American flag hanging on fence", "closed blue patio umbrella to the right", "black wicker lounge chair to the left" ] }, "camera": { "perspective": "eye-level to slightly elevated angle", "shot_type": "medium shot from hips to head", "framing": "centered subject captured from behind", "focus": "sharp focus on subject with mild background separation", "geometry": "natural smartphone perspective, no distortion" }, "lighting": { "source": "natural midday sunlight", "quality": "direct, bright outdoor light", "shadows": "defined shadows cast onto towel and brick surface", "highlights": [ "sunlit hair strands", "natural sheen on skin", "sparkle on pool water surface" ] }, "mood_and_expression": { "mood": "relaxed, confident, summery", "expression": "calm, composed, slightly engaging", "eye_contact": "direct but natural" }, "style_and_realism": { "style": "candid lifestyle snapshot", "aesthetic": "authentic summer poolside leisure", "fidelity": "raw realism with no stylization or retouching" }, "colors_and_tone": { "palette": [ "turquoise pool water", "purple towel", "brick red ground", "green foliage", "warm skin tones" ], "contrast": "high due to strong sunlight", "saturation": "natural but vivid summer colors" }, "quality_and_technical_details": { "sharpness": "crisp detail on subject", "texture_quality": "clear fabric weave, brick texture, and water detail", "noise": "minimal, consistent with outdoor smartphone capture" }, "negative_prompt": [ "different face", "identity drift", "beauty filters", "plastic skin", "airbrushed texture", "body reshaping", "flattened anatomy", "wide-angle distortion", "studio lighting", "CGI", "anime", "illustration", "incorrect pose", "changed camera angle" ] }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } } { "subject": { "demographics": "Young adult female, light skin tone with visible tan lines.", "hair": "Platinum blonde hair with distinct dark roots, styled in a messy high bun, loose strands framing the face.", "apparel": "Black strapless bandeau top, minimally visible matching black bottoms.", "accessories": "Large silver hoop earrings, thin silver chain necklace with a star pendant.", "anatomy": "Full, heavy bust with natural gravitational weight due to forward-leaning pose. Visible cleavage and soft tissue volume. Clear tan lines on the upper chest indicating previous sun exposure with a different top.", "skin_details": "Wet, glistening skin texture with visible water droplets. High-resolution pores and skin imperfections. Reflective sheen on shoulders, chest, and face." }, "pose": { "body_position": "Deep squatting/crouching position on the floor. Knees bent deeply outward.", "orientation": "Facing the camera, body leaning forward.", "limbs": "Right arm extended towards the camera (suggesting a selfie angle). Left arm reaching down, hand resting on the floor between the feet.", "head_and_gaze": "Head tilted slightly downward, chin tucked. Eyes looking upward directly into the camera lens with a focused expression." }, "environment": { "setting": "Tiled shower stall or bathroom corner.", "background_elements": "Grey square tiles on walls and floor. Chrome shower mixer/handle visible on the right wall. A white towel hanging on the left side.", "surface_interaction": "Floor tiles appear wet. Water reflections visible on the ground." }, "camera": { "perspective": "High-angle, top-down perspective (selfie style).", "shot_type": "Close-up, full body from a high angle (head to feet visible due to compression).", "focal_length": "Wide-angle lens, creating slight perspective distortion where the head and upper body appear larger than the feet.", "depth_of_field": "Deep depth of field, keeping both the face and the tiled floor in focus." }, "lighting": { "source": "Bright, artificial overhead bathroom lighting.", "quality": "Harsh, direct light creating strong specular highlights on the wet skin (forehead, nose, shoulders, chest).", "shadows": "Deep, sharp shadows cast by the body onto the floor and under the chin/neck area." }, "mood_and_expression": { "emotion": "Candid, intense, slightly provocative but casual.", "facial_expression": "Pouting lips, relaxed facial muscles, piercing upward gaze." }, "style_and_realism": { "aesthetic": "Raw, unfiltered phone photography. Amateur selfie aesthetic.", "fidelity": "Photorealistic, high-fidelity skin texture. No airbrushing or artistic stylization." }, "colors_and_tone": { "palette": "Neutral greys (tiles), skin tones (tan and pale), stark black (clothing), silver (accessories).", "contrast": "High contrast due to bright overhead light and dark shadows.", "saturation": "Natural, slightly muted background with warm skin tones." }, "quality_and_technical_details": { "resolution": "High definition, sharp focus.", "texture_emphasis": "Emphasis on wet skin, hair strands, and tile grout." }, "aspect_ratio_and_output": { "ratio": "3:4", "framing": "Vertical orientation." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve deep squat position", "preserve forward lean angle", "preserve arm extension for selfie perspective", "preserve head tilt and upward gaze" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve high-angle foreshortening", "maintain chest foreground dominance", "prevent flattening of the squat posture" ], "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 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", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "dry skin", "standing pose" ] } }{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } }{ "subject": { "description": "Young woman with fair skin and long, straight brunette hair parted in the middle. She has almond-shaped hazel-green eyes, a refined nose, and full pink lips with a subtle gloss. She is wearing a tight, blue floral-print halter-neck one-piece swimsuit or bodysuit featuring bright pink flowers and green leaves. The garment has a deep plunging neckline that reveals significant cleavage.", "anatomy_and_proportions": "The subject possesses an extremely voluptuous and heavy bust that is significantly above average in volume. The chest mass is full, projecting forward and outward, heavily affected by gravity due to natural weight. The bust depth is visibly greater than the ribcage depth. The torso is slender, creating a dramatic bust-to-waist ratio. Skin texture is natural with visible pores, faint freckles, and soft tissue volume.", "clothing_fit": "The floral bodysuit fits tightly against the skin, conforming to the heavy curvature of the chest and waist. The fabric is strained slightly by the volume of the bust. Thin halter straps go around the neck." }, "pose": { "stance": "Standing upright with a relaxed posture.", "head_position": "Head is tilted slightly downward, with the chin tucked in, looking up towards the camera through eyelashes.", "limbs": "Arms are extended downwards along the sides of the body, relaxed and out of the primary focal area.", "orientation": "Body is facing forward towards the camera, with a slight, subtle angle." }, "environment": { "location": "A domestic kitchen interior.", "background_elements": "To the left, a wooden countertop with a mosaic tile backsplash in shades of purple, grey, and white. White cabinetry with black knobs. Kitchen utensils (spatulas, spoons) in a holder. To the right, built-in stainless steel and black double wall ovens. Wooden flooring is visible.", "details": "Modern, clean, well-lit residential setting." }, "camera": { "perspective": "High-angle shot, looking down at the subject.", "framing": "Medium shot, capturing the subject from the mid-thighs up to the top of the head.", "focal_length": "35mm to 50mm, creating a sense of intimacy without excessive distortion.", "depth_of_field": "Subject is in sharp focus; the kitchen background is slightly softened but fully distinct.", "shot_type": "Eye-level relative to the high angle, emphasizing the subject's gaze and upper body volume." }, "lighting": { "source": "Soft, diffuse indoor ambient lighting, likely a mix of overhead kitchen fixtures and natural light.", "direction": "Top-down and slightly frontal.", "shadows": "Soft shadows visible in the cleavage and under the chin, defining the volume of the chest and facial features.", "highlights": "Subtle specular highlights on the forehead, nose, and the curvature of the upper chest.", "quality": "Neutral to slightly cool color temperature." }, "mood_and_expression": { "expression": "Neutral to soft, alluring gaze. Direct eye contact with a slight 'doe-eyed' look due to the camera angle.", "atmosphere": "Casual, candid, intimate, domestic.", "emotion": "Calm and confident." }, "style_and_realism": { "aesthetic": "High-fidelity photorealism, resembling a high-quality smartphone photo or candid DSLR shot.", "texture_quality": "Ultra-detailed skin texture, realistic fabric weave, accurate material rendering for the kitchen surfaces (wood, tile, metal).", "render_style": "Unfiltered, raw, authentic photography style." }, "colors_and_tone": { "palette": "Natural skin tones, vibrant blue and pink on the swimsuit, neutral whites, browns, and mosaic purples in the background.", "contrast": "Moderate contrast, preserving shadow detail in the hair and background.", "saturation": "Natural and lifelike, with the swimsuit colors popping against the neutral kitchen tones." }, "quality_and_technical_details": { "resolution": "8k, high definition.", "sharpness": "Crisp focus on the eyes and face.", "noise": "Low ISO, minimal grain." }, "aspect_ratio_and_output": { "ratio": "3:4", "orientation": "Portrait" }, "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", "lock head tilt and chin tuck" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation", "ensure high-angle perspective geometry" ], "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 or lifted 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", "low angle", "looking away" ] } }
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
Create a hyper-realistic studio-style collage in 9:16 format (with a face identical to the one in the submitted photo) on a simple light gray background with strong, dramatic lighting. The composition should be elegant and impactful, organized in a 3x3 grid, with each square displaying a unique facial expression and relaxed body movements to add personality and mystery. Each expression should be distinct, ranging from pointing authoritatively, laughing joyfully, pretending to sleep soundly, drinking naturally, winking mischievously, to thoughtfully thinking and gesturing dynamically. Each pose should captivate with energy and evoke emotions, drawing the viewer's eye. To add drama and depth, make each pose appear to be breaking through torn white paper frames, creating a 3D effect as if the man is emerging from the background—infusing the image with tension, energy, and movement. Each square features a different outfit, perfectly complementing the mood of the expression: Casual and relaxed T-shirt; Sporty, active, and laid-back fitness wear; Humorous or eccentric, fun and daring clothing; creative and artistic fashion choices with an unexpected twist. Expressions should be dynamic, ranging from playful and relaxed to serious and reflective, with each frame displaying a different emotional layer. Skin texture, lighting, and details should be hyper-realistic, ensuring that every fold of clothing, facial feature, and shadow of light is sharp and impactful. The overall studio-style aesthetic should balance modern sophistication with bold creativity, making each pose appear cinematic, powerful, and engaging, as if the person is stepping out of the scene, drawing attention with every movement.
{ "subject": { "description": "Young woman with platinum blonde hair featuring dark roots, straight and shoulder-length. She has fair skin with a warm, sun-kissed tone. Facial features include blue eyes, a refined nose, and full lips with brownish-red lipstick. She is wearing a neon yellow, ribbed-texture bikini top and black string thong bikini bottoms. Her fingernails are painted bright red. A thin gold ring is visible on the ring finger of her left hand. The physique is fit and curvy, with prominent gluteal shape and natural bust volume visible in the side profile.", "anatomical_fidelity": "Preserve exact body proportions. Maintain the fullness and roundness of the glutes as emphasized by the prone pose. Ensure the bust volume is not flattened beyond the natural compression of the pose; side boob volume in the bikini top must be preserved. Skin texture must show natural pores and subtle imperfections, not plastic smoothness.", "clothing": "Neon yellow ribbed bandeau-style bikini top, black thong bikini bottom with side ties.", "accessories": "Gold ring on left hand, red manicure." }, "pose": { "description": "Lying prone (stomach down) on a white beach towel. The upper body is propped up on forearms/elbows. The head is turned sharply over the left shoulder to face the camera directly. The left hand rests near the right collarbone/shoulder area. The torso is slightly arched. The hips act as a pivot point, with the glutes rising naturally. Legs are extended backward.", "specifics": "Chin resting near shoulder, direct gaze, relaxed fingers." }, "environment": { "setting": "Outdoor sandy beach at the base of a cliff.", "foreground": "White towel with dark blue/black patterns, scattered with real sand grains.", "background": "A steep, eroded beige/tan sandstone cliff face with sparse green scrub vegetation. At the very top of the cliff, residential houses with windows and roofs are visible against a clear blue sky.", "details": "Sand texture, rock stratification on the cliff, architectural details of the houses." }, "camera": { "shot_type": "Medium shot, eye-level with the subject (low angle relative to the ground).", "perspective": "Side-rear angle relative to the body, facing the subject's face. Slight foreshortening on the torso.", "focus": "Sharp focus on the subject's face and body. Slight depth of field roll-off on the distant cliff and houses.", "framing": "Subject centered horizontally, occupying the lower two-thirds of the frame." }, "lighting": { "type": "Natural sunlight, late afternoon/golden hour.", "direction": "Light source from the left (subject's front-left), casting shadows behind her and on the right side of her face.", "quality": "Warm, direct, hard light creating defined shadows and distinct highlights on the hair and skin.", "shadows": "Cast shadows on the towel and sand to the right." }, "mood_and_expression": { "mood": "Relaxed, alluring, vacation atmosphere, confident.", "expression": "Soft sm
{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } } { "subject": { "demographics": "Young adult female, light skin tone with visible tan lines.", "hair": "Platinum blonde hair with distinct dark roots, styled in a messy high bun, loose strands framing the face.", "apparel": "Black strapless bandeau top, minimally visible matching black bottoms.", "accessories": "Large silver hoop earrings, thin silver chain necklace with a star pendant.", "anatomy": "Full, heavy bust with natural gravitational weight due to forward-leaning pose. Visible cleavage and soft tissue volume. Clear tan lines on the upper chest indicating previous sun exposure with a different top.", "skin_details": "Wet, glistening skin texture with visible water droplets. High-resolution pores and skin imperfections. Reflective sheen on shoulders, chest, and face." }, "pose": { "body_position": "Deep squatting/crouching position on the floor. Knees bent deeply outward.", "orientation": "Facing the camera, body leaning forward.", "limbs": "Right arm extended towards the camera (suggesting a selfie angle). Left arm reaching down, hand resting on the floor between the feet.", "head_and_gaze": "Head tilted slightly downward, chin tucked. Eyes looking upward directly into the camera lens with a focused expression." }, "environment": { "setting": "Tiled shower stall or bathroom corner.", "background_elements": "Grey square tiles on walls and floor. Chrome shower mixer/handle visible on the right wall. A white towel hanging on the left side.", "surface_interaction": "Floor tiles appear wet. Water reflections visible on the ground." }, "camera": { "perspective": "High-angle, top-down perspective (selfie style).", "shot_type": "Close-up, full body from a high angle (head to feet visible due to compression).", "focal_length": "Wide-angle lens, creating slight perspective distortion where the head and upper body appear larger than the feet.", "depth_of_field": "Deep depth of field, keeping both the face and the tiled floor in focus." }, "lighting": { "source": "Bright, artificial overhead bathroom lighting.", "quality": "Harsh, direct light creating strong specular highlights on the wet skin (forehead, nose, shoulders, chest).", "shadows": "Deep, sharp shadows cast by the body onto the floor and under the chin/neck area." }, "mood_and_expression": { "emotion": "Candid, intense, slightly provocative but casual.", "facial_expression": "Pouting lips, relaxed facial muscles, piercing upward gaze." }, "style_and_realism": { "aesthetic": "Raw, unfiltered phone photography. Amateur selfie aesthetic.", "fidelity": "Photorealistic, high-fidelity skin texture. No airbrushing or artistic stylization." }, "colors_and_tone": { "palette": "Neutral greys (tiles), skin tones (tan and pale), stark black (clothing), silver (accessories).", "contrast": "High contrast due to bright overhead light and dark shadows.", "saturation": "Natural, slightly muted background with warm skin tones." }, "quality_and_technical_details": { "resolution": "High definition, sharp focus.", "texture_emphasis": "Emphasis on wet skin, hair strands, and tile grout." }, "aspect_ratio_and_output": { "ratio": "3:4", "framing": "Vertical orientation." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve deep squat position", "preserve forward lean angle", "preserve arm extension for selfie perspective", "preserve head tilt and upward gaze" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve high-angle foreshortening", "maintain chest foreground dominance", "prevent flattening of the squat posture" ], "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 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", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "dry skin", "standing pose" ] } }{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } }{ "subject": { "description": "Young woman with fair skin and long, straight brunette hair parted in the middle. She has almond-shaped hazel-green eyes, a refined nose, and full pink lips with a subtle gloss. She is wearing a tight, blue floral-print halter-neck one-piece swimsuit or bodysuit featuring bright pink flowers and green leaves. The garment has a deep plunging neckline that reveals significant cleavage.", "anatomy_and_proportions": "The subject possesses an extremely voluptuous and heavy bust that is significantly above average in volume. The chest mass is full, projecting forward and outward, heavily affected by gravity due to natural weight. The bust depth is visibly greater than the ribcage depth. The torso is slender, creating a dramatic bust-to-waist ratio. Skin texture is natural with visible pores, faint freckles, and soft tissue volume.", "clothing_fit": "The floral bodysuit fits tightly against the skin, conforming to the heavy curvature of the chest and waist. The fabric is strained slightly by the volume of the bust. Thin halter straps go around the neck." }, "pose": { "stance": "Standing upright with a relaxed posture.", "head_position": "Head is tilted slightly downward, with the chin tucked in, looking up towards the camera through eyelashes.", "limbs": "Arms are extended downwards along the sides of the body, relaxed and out of the primary focal area.", "orientation": "Body is facing forward towards the camera, with a slight, subtle angle." }, "environment": { "location": "A domestic kitchen interior.", "background_elements": "To the left, a wooden countertop with a mosaic tile backsplash in shades of purple, grey, and white. White cabinetry with black knobs. Kitchen utensils (spatulas, spoons) in a holder. To the right, built-in stainless steel and black double wall ovens. Wooden flooring is visible.", "details": "Modern, clean, well-lit residential setting." }, "camera": { "perspective": "High-angle shot, looking down at the subject.", "framing": "Medium shot, capturing the subject from the mid-thighs up to the top of the head.", "focal_length": "35mm to 50mm, creating a sense of intimacy without excessive distortion.", "depth_of_field": "Subject is in sharp focus; the kitchen background is slightly softened but fully distinct.", "shot_type": "Eye-level relative to the high angle, emphasizing the subject's gaze and upper body volume." }, "lighting": { "source": "Soft, diffuse indoor ambient lighting, likely a mix of overhead kitchen fixtures and natural light.", "direction": "Top-down and slightly frontal.", "shadows": "Soft shadows visible in the cleavage and under the chin, defining the volume of the chest and facial features.", "highlights": "Subtle specular highlights on the forehead, nose, and the curvature of the upper chest.", "quality": "Neutral to slightly cool color temperature." }, "mood_and_expression": { "expression": "Neutral to soft, alluring gaze. Direct eye contact with a slight 'doe-eyed' look due to the camera angle.", "atmosphere": "Casual, candid, intimate, domestic.", "emotion": "Calm and confident." }, "style_and_realism": { "aesthetic": "High-fidelity photorealism, resembling a high-quality smartphone photo or candid DSLR shot.", "texture_quality": "Ultra-detailed skin texture, realistic fabric weave, accurate material rendering for the kitchen surfaces (wood, tile, metal).", "render_style": "Unfiltered, raw, authentic photography style." }, "colors_and_tone": { "palette": "Natural skin tones, vibrant blue and pink on the swimsuit, neutral whites, browns, and mosaic purples in the background.", "contrast": "Moderate contrast, preserving shadow detail in the hair and background.", "saturation": "Natural and lifelike, with the swimsuit colors popping against the neutral kitchen tones." }, "quality_and_technical_details": { "resolution": "8k, high definition.", "sharpness": "Crisp focus on the eyes and face.", "noise": "Low ISO, minimal grain." }, "aspect_ratio_and_output": { "ratio": "3:4", "orientation": "Portrait" }, "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", "lock head tilt and chin tuck" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation", "ensure high-angle perspective geometry" ], "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 or lifted 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", "low angle", "looking away" ] } }
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "style": "raw outdoor smartphone photography", "camera_device": "smartphone", "lens_equivalent": "26mm", "priority": "MAXIMUM FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "ABSOLUTE", "instruction": "Replace the subject entirely with MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, cheek volume, skin texture, height perception, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no identity blending.", "locked_traits": [ "exact face identity", "accurate height and proportions", "natural curvy silhouette", "realistic skin texture", "authentic anatomy" ] }, "subject": { "description": "My female model with a sun-kissed but natural complexion, seated poolside in a relaxed summer moment.", "hair": { "color": "match model exactly (blonde)", "style": "loose natural waves falling down the back", "texture": "slightly tousled from heat and sun exposure" }, "anatomy": { "build": "athletic hourglass physique", "waist": "slim and defined", "hips": "naturally full and proportional", "skin_texture": "realistic with subtle tan lines and natural grain", "details": "soft shoulder line and gentle back muscle definition" }, "attire": { "garment": "two-piece string bikini", "pattern": "vibrant abstract tie-dye swirl with orange, blue, and yellow tones", "top": "halter-neck bikini top with orange string ties", "bottoms": "high-cut string bikini bottoms sitting naturally on the hips", "fit": "natural, snug fit without compression or exaggeration" } }, "pose": { "orientation": "seated with back facing camera", "posture": "upright seated posture with slight torso rotation", "head": "turned over left shoulder, looking directly at the camera", "legs": "knees bent, legs slightly apart, feet tucked near the body", "arms": "hands resting naturally between thighs", "contact_surface": "sitting firmly on a towel" }, "environment": { "location": "outdoor residential pool deck", "ground": "reddish-brown brick pavers", "foreground": { "towel": "deep purple beach towel spread neatly beneath the subject" }, "background_elements": [ "in-ground swimming pool with clear turquoise water", "wooden privacy fence", "lush green trees and foliage beyond fence", "American flag hanging on fence", "closed blue patio umbrella to the right", "black wicker lounge chair to the left" ] }, "camera": { "perspective": "eye-level to slightly elevated angle", "shot_type": "medium shot from hips to head", "framing": "centered subject captured from behind", "focus": "sharp focus on subject with mild background separation", "geometry": "natural smartphone perspective, no distortion" }, "lighting": { "source": "natural midday sunlight", "quality": "direct, bright outdoor light", "shadows": "defined shadows cast onto towel and brick surface", "highlights": [ "sunlit hair strands", "natural sheen on skin", "sparkle on pool water surface" ] }, "mood_and_expression": { "mood": "relaxed, confident, summery", "expression": "calm, composed, slightly engaging", "eye_contact": "direct but natural" }, "style_and_realism": { "style": "candid lifestyle snapshot", "aesthetic": "authentic summer poolside leisure", "fidelity": "raw realism with no stylization or retouching" }, "colors_and_tone": { "palette": [ "turquoise pool water", "purple towel", "brick red ground", "green foliage", "warm skin tones" ], "contrast": "high due to strong sunlight", "saturation": "natural but vivid summer colors" }, "quality_and_technical_details": { "sharpness": "crisp detail on subject", "texture_quality": "clear fabric weave, brick texture, and water detail", "noise": "minimal, consistent with outdoor smartphone capture" }, "negative_prompt": [ "different face", "identity drift", "beauty filters", "plastic skin", "airbrushed texture", "body reshaping", "flattened anatomy", "wide-angle distortion", "studio lighting", "CGI", "anime", "illustration", "incorrect pose", "changed camera angle" ] }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "subject": { "description": "Young woman with platinum blonde hair featuring dark roots, straight and shoulder-length. She has fair skin with a warm, sun-kissed tone. Facial features include blue eyes, a refined nose, and full lips with brownish-red lipstick. She is wearing a neon yellow, ribbed-texture bikini top and black string thong bikini bottoms. Her fingernails are painted bright red. A thin gold ring is visible on the ring finger of her left hand. The physique is fit and curvy, with prominent gluteal shape and natural bust volume visible in the side profile.", "anatomical_fidelity": "Preserve exact body proportions. Maintain the fullness and roundness of the glutes as emphasized by the prone pose. Ensure the bust volume is not flattened beyond the natural compression of the pose; side boob volume in the bikini top must be preserved. Skin texture must show natural pores and subtle imperfections, not plastic smoothness.", "clothing": "Neon yellow ribbed bandeau-style bikini top, black thong bikini bottom with side ties.", "accessories": "Gold ring on left hand, red manicure." }, "pose": { "description": "Lying prone (stomach down) on a white beach towel. The upper body is propped up on forearms/elbows. The head is turned sharply over the left shoulder to face the camera directly. The left hand rests near the right collarbone/shoulder area. The torso is slightly arched. The hips act as a pivot point, with the glutes rising naturally. Legs are extended backward.", "specifics": "Chin resting near shoulder, direct gaze, relaxed fingers." }, "environment": { "setting": "Outdoor sandy beach at the base of a cliff.", "foreground": "White towel with dark blue/black patterns, scattered with real sand grains.", "background": "A steep, eroded beige/tan sandstone cliff face with sparse green scrub vegetation. At the very top of the cliff, residential houses with windows and roofs are visible against a clear blue sky.", "details": "Sand texture, rock stratification on the cliff, architectural details of the houses." }, "camera": { "shot_type": "Medium shot, eye-level with the subject (low angle relative to the ground).", "perspective": "Side-rear angle relative to the body, facing the subject's face. Slight foreshortening on the torso.", "focus": "Sharp focus on the subject's face and body. Slight depth of field roll-off on the distant cliff and houses.", "framing": "Subject centered horizontally, occupying the lower two-thirds of the frame." }, "lighting": { "type": "Natural sunlight, late afternoon/golden hour.", "direction": "Light source from the left (subject's front-left), casting shadows behind her and on the right side of her face.", "quality": "Warm, direct, hard light creating defined shadows and distinct highlights on the hair and skin.", "shadows": "Cast shadows on the towel and sand to the right." }, "mood_and_expression": { "mood": "Relaxed, alluring, vacation atmosphere, confident.", "expression": "Soft sm
Create a hyper-realistic studio-style collage in 9:16 format (with a face identical to the one in the submitted photo) on a simple light gray background with strong, dramatic lighting. The composition should be elegant and impactful, organized in a 3x3 grid, with each square displaying a unique facial expression and relaxed body movements to add personality and mystery. Each expression should be distinct, ranging from pointing authoritatively, laughing joyfully, pretending to sleep soundly, drinking naturally, winking mischievously, to thoughtfully thinking and gesturing dynamically. Each pose should captivate with energy and evoke emotions, drawing the viewer's eye. To add drama and depth, make each pose appear to be breaking through torn white paper frames, creating a 3D effect as if the man is emerging from the background—infusing the image with tension, energy, and movement. Each square features a different outfit, perfectly complementing the mood of the expression: Casual and relaxed T-shirt; Sporty, active, and laid-back fitness wear; Humorous or eccentric, fun and daring clothing; creative and artistic fashion choices with an unexpected twist. Expressions should be dynamic, ranging from playful and relaxed to serious and reflective, with each frame displaying a different emotional layer. Skin texture, lighting, and details should be hyper-realistic, ensuring that every fold of clothing, facial feature, and shadow of light is sharp and impactful. The overall studio-style aesthetic should balance modern sophistication with bold creativity, making each pose appear cinematic, powerful, and engaging, as if the person is stepping out of the scene, drawing attention with every movement.
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "style": "raw outdoor smartphone photography", "camera_device": "smartphone", "lens_equivalent": "26mm", "priority": "MAXIMUM FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "ABSOLUTE", "instruction": "Replace the subject entirely with MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, cheek volume, skin texture, height perception, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no identity blending.", "locked_traits": [ "exact face identity", "accurate height and proportions", "natural curvy silhouette", "realistic skin texture", "authentic anatomy" ] }, "subject": { "description": "My female model with a sun-kissed but natural complexion, seated poolside in a relaxed summer moment.", "hair": { "color": "match model exactly (blonde)", "style": "loose natural waves falling down the back", "texture": "slightly tousled from heat and sun exposure" }, "anatomy": { "build": "athletic hourglass physique", "waist": "slim and defined", "hips": "naturally full and proportional", "skin_texture": "realistic with subtle tan lines and natural grain", "details": "soft shoulder line and gentle back muscle definition" }, "attire": { "garment": "two-piece string bikini", "pattern": "vibrant abstract tie-dye swirl with orange, blue, and yellow tones", "top": "halter-neck bikini top with orange string ties", "bottoms": "high-cut string bikini bottoms sitting naturally on the hips", "fit": "natural, snug fit without compression or exaggeration" } }, "pose": { "orientation": "seated with back facing camera", "posture": "upright seated posture with slight torso rotation", "head": "turned over left shoulder, looking directly at the camera", "legs": "knees bent, legs slightly apart, feet tucked near the body", "arms": "hands resting naturally between thighs", "contact_surface": "sitting firmly on a towel" }, "environment": { "location": "outdoor residential pool deck", "ground": "reddish-brown brick pavers", "foreground": { "towel": "deep purple beach towel spread neatly beneath the subject" }, "background_elements": [ "in-ground swimming pool with clear turquoise water", "wooden privacy fence", "lush green trees and foliage beyond fence", "American flag hanging on fence", "closed blue patio umbrella to the right", "black wicker lounge chair to the left" ] }, "camera": { "perspective": "eye-level to slightly elevated angle", "shot_type": "medium shot from hips to head", "framing": "centered subject captured from behind", "focus": "sharp focus on subject with mild background separation", "geometry": "natural smartphone perspective, no distortion" }, "lighting": { "source": "natural midday sunlight", "quality": "direct, bright outdoor light", "shadows": "defined shadows cast onto towel and brick surface", "highlights": [ "sunlit hair strands", "natural sheen on skin", "sparkle on pool water surface" ] }, "mood_and_expression": { "mood": "relaxed, confident, summery", "expression": "calm, composed, slightly engaging", "eye_contact": "direct but natural" }, "style_and_realism": { "style": "candid lifestyle snapshot", "aesthetic": "authentic summer poolside leisure", "fidelity": "raw realism with no stylization or retouching" }, "colors_and_tone": { "palette": [ "turquoise pool water", "purple towel", "brick red ground", "green foliage", "warm skin tones" ], "contrast": "high due to strong sunlight", "saturation": "natural but vivid summer colors" }, "quality_and_technical_details": { "sharpness": "crisp detail on subject", "texture_quality": "clear fabric weave, brick texture, and water detail", "noise": "minimal, consistent with outdoor smartphone capture" }, "negative_prompt": [ "different face", "identity drift", "beauty filters", "plastic skin", "airbrushed texture", "body reshaping", "flattened anatomy", "wide-angle distortion", "studio lighting", "CGI", "anime", "illustration", "incorrect pose", "changed camera angle" ] }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } } { "subject": { "demographics": "Young adult female, light skin tone with visible tan lines.", "hair": "Platinum blonde hair with distinct dark roots, styled in a messy high bun, loose strands framing the face.", "apparel": "Black strapless bandeau top, minimally visible matching black bottoms.", "accessories": "Large silver hoop earrings, thin silver chain necklace with a star pendant.", "anatomy": "Full, heavy bust with natural gravitational weight due to forward-leaning pose. Visible cleavage and soft tissue volume. Clear tan lines on the upper chest indicating previous sun exposure with a different top.", "skin_details": "Wet, glistening skin texture with visible water droplets. High-resolution pores and skin imperfections. Reflective sheen on shoulders, chest, and face." }, "pose": { "body_position": "Deep squatting/crouching position on the floor. Knees bent deeply outward.", "orientation": "Facing the camera, body leaning forward.", "limbs": "Right arm extended towards the camera (suggesting a selfie angle). Left arm reaching down, hand resting on the floor between the feet.", "head_and_gaze": "Head tilted slightly downward, chin tucked. Eyes looking upward directly into the camera lens with a focused expression." }, "environment": { "setting": "Tiled shower stall or bathroom corner.", "background_elements": "Grey square tiles on walls and floor. Chrome shower mixer/handle visible on the right wall. A white towel hanging on the left side.", "surface_interaction": "Floor tiles appear wet. Water reflections visible on the ground." }, "camera": { "perspective": "High-angle, top-down perspective (selfie style).", "shot_type": "Close-up, full body from a high angle (head to feet visible due to compression).", "focal_length": "Wide-angle lens, creating slight perspective distortion where the head and upper body appear larger than the feet.", "depth_of_field": "Deep depth of field, keeping both the face and the tiled floor in focus." }, "lighting": { "source": "Bright, artificial overhead bathroom lighting.", "quality": "Harsh, direct light creating strong specular highlights on the wet skin (forehead, nose, shoulders, chest).", "shadows": "Deep, sharp shadows cast by the body onto the floor and under the chin/neck area." }, "mood_and_expression": { "emotion": "Candid, intense, slightly provocative but casual.", "facial_expression": "Pouting lips, relaxed facial muscles, piercing upward gaze." }, "style_and_realism": { "aesthetic": "Raw, unfiltered phone photography. Amateur selfie aesthetic.", "fidelity": "Photorealistic, high-fidelity skin texture. No airbrushing or artistic stylization." }, "colors_and_tone": { "palette": "Neutral greys (tiles), skin tones (tan and pale), stark black (clothing), silver (accessories).", "contrast": "High contrast due to bright overhead light and dark shadows.", "saturation": "Natural, slightly muted background with warm skin tones." }, "quality_and_technical_details": { "resolution": "High definition, sharp focus.", "texture_emphasis": "Emphasis on wet skin, hair strands, and tile grout." }, "aspect_ratio_and_output": { "ratio": "3:4", "framing": "Vertical orientation." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve deep squat position", "preserve forward lean angle", "preserve arm extension for selfie perspective", "preserve head tilt and upward gaze" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve high-angle foreshortening", "maintain chest foreground dominance", "prevent flattening of the squat posture" ], "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 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", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "dry skin", "standing pose" ] } }{ "subject": { "description": "Young woman with a curvy, athletic physique, captured from the rear and side profile.", "hair": "Long, dark, voluminous curly hair cascading down the back, reaching mid-back length, with distinct ringlets.", "apparel_top": "Backless reddish-brown or maroon halter top that exposes the entire back. Features a delicate, decorative metallic chain strap running vertically down the spine with small bead-like embellishments.", "apparel_bottom": "Light wash blue denim jeans, tight-fitting to accentuate the glutes and hips, featuring distinct back pocket stitching (American Eagle style stitching visible).", "body_features": "Tan skin tone with visible natural skin texture. Prominent hip-to-waist ratio, very curvy silhouette with emphasized glutes. Toned back muscles visible due to the open back of the top.", "face": "Side profile visible, looking towards the phone screen. Sharp jawline, neutral expression, soft makeup." }, "pose": { "orientation": "Standing with back primarily towards the mirror, twisted slightly to the right to show profile.", "head": "Turned to the right, eyes focused on the phone screen in the reflection.", "arms": "Right arm raised, elbow bent, hand holding a white smartphone to take the photo. Left arm relaxed by the side.", "torso": "Arching slightly to accentuate the lower back curve.", "legs": "Hips shifted to emphasize curves, standing posture.", "hands": "Right hand visible holding the phone, manicured nails (white or light tips)." }, "environment": { "setting": "Indoor room, likely a bedroom.", "background_left": "A wooden door with horizontal paneling and a silver doorknob.", "background_right": "White wall featuring a framed artwork with a black frame and a botanical print (leaves). Below the art, a white shelf or surface with a round woven macramé placemat or rug.", "foreground_details": "The bottom edge of the mirror is visible, showing white electrical outlets with switches on the wall below the mirror reflection." }, "camera": { "shot_type": "Mirror selfie, medium shot capturing from mid-thigh to top of head.", "perspective": "Reflected perspective, camera is the phone seen in the image.", "device": "White smartphone (iPhone style) with a case featuring a black heart or text design, held in the right hand.", "focal_length": "Standard mobile wide lens (approx 26mm equivalent).", "framing": "Vertical framing." }, "lighting": { "source": "Soft, diffused natural light coming from the front (behind the mirror) and ambient room lighting.", "quality": "Even illumination, soft shadows on the back and jeans, highlighting the contours of the body and fabric textures.", "shadows": "Subtle shadows defining the spinal groove and muscle definition on the back." }, "mood_and_expression": { "vibe": "Casual, confident, self-assured.", "expression": "Focused, neutral, checking appearance in the mirror." }, "style_and_realism": { "style": "Photorealistic, user-generated content (UGC) style, high-resolution social media photo.", "fidelity": "High fidelity to textures (denim, skin, hair, wood grain).", "rendering": "Unfiltered, naturalistic appearance." }, "colors_and_tone": { "palette": "Natural earth tones (wood brown, maroon top, tan skin), contrasted with light denim blue and white walls.", "white_balance": "Neutral, slightly warm.", "contrast": "Medium contrast, preserving details in both the dark hair and bright white phone." }, "quality_and_technical_details": { "resolution": "High quality, sharp focus on the subject.", "noise": "Low distinct noise, slight digital grain typical of smartphone photography in indoor light.", "sharpness": "Sharp details on the hair curls and denim texture." }, "aspect_ratio_and_output": { "aspect_ratio": "3:4", "cropping": "Framed to include the head, torso, and upper legs/hips." }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock arm position holding phone" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve foreground dominance of subject", "maintain separation between subject and background elements (door, wall art)", "prevent flat depth" ], "recommended_weight": 0.8 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "flattened curves", "reduced hip volume", "slimmed glutes", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "missing phone", "missing mirror reflection", "facing forward", "direct eye contact with lens (must look at screen)", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "distorted fingers", "bad hands", "extra limbs" ] } }{ "subject": { "description": "Young woman with fair skin and long, straight brunette hair parted in the middle. She has almond-shaped hazel-green eyes, a refined nose, and full pink lips with a subtle gloss. She is wearing a tight, blue floral-print halter-neck one-piece swimsuit or bodysuit featuring bright pink flowers and green leaves. The garment has a deep plunging neckline that reveals significant cleavage.", "anatomy_and_proportions": "The subject possesses an extremely voluptuous and heavy bust that is significantly above average in volume. The chest mass is full, projecting forward and outward, heavily affected by gravity due to natural weight. The bust depth is visibly greater than the ribcage depth. The torso is slender, creating a dramatic bust-to-waist ratio. Skin texture is natural with visible pores, faint freckles, and soft tissue volume.", "clothing_fit": "The floral bodysuit fits tightly against the skin, conforming to the heavy curvature of the chest and waist. The fabric is strained slightly by the volume of the bust. Thin halter straps go around the neck." }, "pose": { "stance": "Standing upright with a relaxed posture.", "head_position": "Head is tilted slightly downward, with the chin tucked in, looking up towards the camera through eyelashes.", "limbs": "Arms are extended downwards along the sides of the body, relaxed and out of the primary focal area.", "orientation": "Body is facing forward towards the camera, with a slight, subtle angle." }, "environment": { "location": "A domestic kitchen interior.", "background_elements": "To the left, a wooden countertop with a mosaic tile backsplash in shades of purple, grey, and white. White cabinetry with black knobs. Kitchen utensils (spatulas, spoons) in a holder. To the right, built-in stainless steel and black double wall ovens. Wooden flooring is visible.", "details": "Modern, clean, well-lit residential setting." }, "camera": { "perspective": "High-angle shot, looking down at the subject.", "framing": "Medium shot, capturing the subject from the mid-thighs up to the top of the head.", "focal_length": "35mm to 50mm, creating a sense of intimacy without excessive distortion.", "depth_of_field": "Subject is in sharp focus; the kitchen background is slightly softened but fully distinct.", "shot_type": "Eye-level relative to the high angle, emphasizing the subject's gaze and upper body volume." }, "lighting": { "source": "Soft, diffuse indoor ambient lighting, likely a mix of overhead kitchen fixtures and natural light.", "direction": "Top-down and slightly frontal.", "shadows": "Soft shadows visible in the cleavage and under the chin, defining the volume of the chest and facial features.", "highlights": "Subtle specular highlights on the forehead, nose, and the curvature of the upper chest.", "quality": "Neutral to slightly cool color temperature." }, "mood_and_expression": { "expression": "Neutral to soft, alluring gaze. Direct eye contact with a slight 'doe-eyed' look due to the camera angle.", "atmosphere": "Casual, candid, intimate, domestic.", "emotion": "Calm and confident." }, "style_and_realism": { "aesthetic": "High-fidelity photorealism, resembling a high-quality smartphone photo or candid DSLR shot.", "texture_quality": "Ultra-detailed skin texture, realistic fabric weave, accurate material rendering for the kitchen surfaces (wood, tile, metal).", "render_style": "Unfiltered, raw, authentic photography style." }, "colors_and_tone": { "palette": "Natural skin tones, vibrant blue and pink on the swimsuit, neutral whites, browns, and mosaic purples in the background.", "contrast": "Moderate contrast, preserving shadow detail in the hair and background.", "saturation": "Natural and lifelike, with the swimsuit colors popping against the neutral kitchen tones." }, "quality_and_technical_details": { "resolution": "8k, high definition.", "sharpness": "Crisp focus on the eyes and face.", "noise": "Low ISO, minimal grain." }, "aspect_ratio_and_output": { "ratio": "3:4", "orientation": "Portrait" }, "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", "lock head tilt and chin tuck" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear torso-to-background separation", "ensure high-angle perspective geometry" ], "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 or lifted 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", "low angle", "looking away" ] } }
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }