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![{"subject": {"description": "Young woman with long, layered dark blonde hair featuring honey highlights and voluminous texture. She has light skin, defined arched eyebrows, and full, soft pink lips slightly parted. She is wearing a tight, black, long-sleeved ribbed crew-neck top. The fabric stretches tightly across the torso.", "anatomical_fidelity": {"bust_volume": "Visibly heavy and prominent bust volume that dictates the silhouette", "bust_shape": "Full, natural shape with evident gravity and projection clearly defined under the tight fabric", "proportions": "Exact preservation of the reference image's bust-to-waist ratio; no reduction in chest mass", "fabric_physics": "Ribbed fabric follows the contours of the chest precisely, showing tension and stretch"}}, "pose": {"description": "Close-up portrait stance. The subject's head is tilted slightly to her right. Her right hand is raised, with fingers gently touching the hair and upper chest area near the collarbone. The torso is angled slightly but mostly facing the camera.", "gaze": "Direct eye contact with the camera, eyelids slightly lowered in a relaxed expression", "orientation": "Frontal upper body shot"}, "environment": {"setting": "Modern interior room with low lighting", "background_elements": "Beige ceiling, recessed downlight fixtures visible in the background, dark wooden paneling or door frame behind the subject", "context": "Indoor domestic or hotel setting"}, "camera": {"shot_type": "Close-up portrait", "angle": "Slightly low angle looking up at the subject", "focal_length": "35mm to 50mm equivalent", "depth_of_field": "Moderate depth of field, background slightly soft but details visible"}, "lighting": {"type": "Overhead artificial lighting", "quality": "Soft but directional top-down light", "shadows": "Shadows cast under the chin, nose, and jawline; highlighting on the forehead, nose bridge, and upper curvature of the chest", "atmosphere": "Warm, intimate indoor ambiance"}, "mood_and_expression": {"emotion": "Confident, sultry, relaxed", "atmosphere": "Quiet confidence, casual but polished"}, "style_and_realism": {"aesthetic": "Raw photo-realism, unpolished social media aesthetic", "fidelity": "100% adherence to reference anatomy and lighting", "texture": "Visible skin texture, fabric weave of the ribbed shirt, individual hair strands"}, "colors_and_tone": {"palette": "Neutral tones, black clothing, beige background, warm skin tones, golden hair", "contrast": "Medium contrast with deep blacks in the clothing and background shadows", "color_grading": "Natural indoor warm cast"}, "quality_and_technical_details": {"resolution": "High resolution", "sharpness": "Sharp focus on eyes and face", "noise": "Slight ISO grain consistent with indoor lighting"}, "aspect_ratio_and_output": {"ratio": "3:4", "orientation": "Portrait"}, "controlnet": {"pose_control": {"woman_type": "OpenPose", "purpose": "Exact skeletal and pose lock", "constraints": ["preserve shoulder width", "preserve head tilt angle", "preserve right hand placement on chest", "preserve finger positioning"], "recommended_weight": 1}, "depth_control": {"woman_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"], "recommended_weight": 0.8}}, "negative_prompt": {"forbidden_content": ["anatomy normalization", "body proportion averaging", "smaller bust than reference", "reduced chest volume", "flattened or compressed breasts", "tightened, lifted, or artificially supported breasts", "slimmed torso", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features"]}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1787517302-cb85b8976decb24e3fe349f000cd9b3f-1.png "{\"subject\": {\"description\": \"Young woman with long, layered dark blonde hair featuring honey highlights and voluminous texture. She has light skin, defined arched eyebrows, and full, soft pink lips slightly parted. She is wearing a tight, black, long-sleeved ribbed crew-neck top. The fabric stretches tightly across the torso.\", \"anatomical_fidelity\": {\"bust_volume\": \"Visibly heavy and prominent bust volume that dictates the silhouette\", \"bust_shape\": \"Full, natural shape with evident gravity and projection clearly defined under the tight fabric\", \"proportions\": \"Exact preservation of the reference image's bust-to-waist ratio; no reduction in chest mass\", \"fabric_physics\": \"Ribbed fabric follows the contours of the chest precisely, showing tension and stretch\"}}, \"pose\": {\"description\": \"Close-up portrait stance. The subject's head is tilted slightly to her right. Her right hand is raised, with fingers gently touching the hair and upper chest area near the collarbone. The torso is angled slightly but mostly facing the camera.\", \"gaze\": \"Direct eye contact with the camera, eyelids slightly lowered in a relaxed expression\", \"orientation\": \"Frontal upper body shot\"}, \"environment\": {\"setting\": \"Modern interior room with low lighting\", \"background_elements\": \"Beige ceiling, recessed downlight fixtures visible in the background, dark wooden paneling or door frame behind the subject\", \"context\": \"Indoor domestic or hotel setting\"}, \"camera\": {\"shot_type\": \"Close-up portrait\", \"angle\": \"Slightly low angle looking up at the subject\", \"focal_length\": \"35mm to 50mm equivalent\", \"depth_of_field\": \"Moderate depth of field, background slightly soft but details visible\"}, \"lighting\": {\"type\": \"Overhead artificial lighting\", \"quality\": \"Soft but directional top-down light\", \"shadows\": \"Shadows cast under the chin, nose, and jawline; highlighting on the forehead, nose bridge, and upper curvature of the chest\", \"atmosphere\": \"Warm, intimate indoor ambiance\"}, \"mood_and_expression\": {\"emotion\": \"Confident, sultry, relaxed\", \"atmosphere\": \"Quiet confidence, casual but polished\"}, \"style_and_realism\": {\"aesthetic\": \"Raw photo-realism, unpolished social media aesthetic\", \"fidelity\": \"100% adherence to reference anatomy and lighting\", \"texture\": \"Visible skin texture, fabric weave of the ribbed shirt, individual hair strands\"}, \"colors_and_tone\": {\"palette\": \"Neutral tones, black clothing, beige background, warm skin tones, golden hair\", \"contrast\": \"Medium contrast with deep blacks in the clothing and background shadows\", \"color_grading\": \"Natural indoor warm cast\"}, \"quality_and_technical_details\": {\"resolution\": \"High resolution\", \"sharpness\": \"Sharp focus on eyes and face\", \"noise\": \"Slight ISO grain consistent with indoor lighting\"}, \"aspect_ratio_and_output\": {\"ratio\": \"3:4\", \"orientation\": \"Portrait\"}, \"controlnet\": {\"pose_control\": {\"woman_type\": \"OpenPose\", \"purpose\": \"Exact skeletal and pose lock\", \"constraints\": [\"preserve shoulder width\", \"preserve head tilt angle\", \"preserve right hand placement on chest\", \"preserve finger positioning\"], \"recommended_weight\": 1}, \"depth_control\": {\"woman_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\"], \"recommended_weight\": 0.8}}, \"negative_prompt\": {\"forbidden_content\": [\"anatomy normalization\", \"body proportion averaging\", \"smaller bust than reference\", \"reduced chest volume\", \"flattened or compressed breasts\", \"tightened, lifted, or artificially supported breasts\", \"slimmed torso\", \"aesthetic proportion correction\", \"beauty standard enforcement\", \"dataset-average female anatomy\", \"camera angles that reduce volume\", \"wide-angle distortion not in reference\", \"lens compression not in reference\", \"cropping that removes volume\", \"depth flattening\", \"mirror selfies\", \"phone-in-hand selfies\", \"reflections\", \"beautification filters\", \"skin smoothing\", \"plastic skin\", \"airbrushed texture\", \"stylized realism\", \"editorial fashion proportions\", \"more realistic reinterpretation\", \"naturalization of prominent features\"]}}")
![{"subject_id": "fit_female_01", "biometrics": {"physique": "Athletic, voluptuous, slim waist, prominent glutes, visible back muscle", "skin": "Fair, natural texture, realistic pores", "hair": "Dark brown, messy high bun, wispy bangs"}, "attire": {"top": "Black racerback sports bra", "bottom": "Tight black booty shorts, orange jack-o'-lantern & purple star pattern", "accessories": ["Gold ring", "Small earrings", "Gold iPhone with puffer case"]}, "composition": {"shot_type": "Mirror selfie, medium shot (knees up), vertical 9:16", "pose": "Back to mirror, torso twisted left, head turned over shoulder", "focal_length": "26mm smartphone lens", "depth": "Deep focus, clear subject-background separation"}, "environment": {"interior": "Modern apartment, living room background, white door frame", "exterior_view": "Floor-to-ceiling window, city skyline, blue sky", "lighting": {"primary": "Strong natural daylight from left", "effects": "Directional highlights, high-contrast side lighting"}}, "style_profile": {"aesthetic": "Raw social media snapshot, influencer lifestyle", "quality": "8k photorealistic, digital sensor noise, no filters", "mood": "Confident, casual, sultry"}, "control_params": {"dw_pose": "Weight 1.0 (lock spine/hips/limbs)", "zoe_depth": "Weight 0.8 (preserve glute volume/depth)"}, "negatives": "airbrushed, plastic skin, flattened curves, anatomy normalization, slimmed torso, low-res"}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1790001304-18d91207d4f911a27438157d365dd65b-1.png "{\"subject_id\": \"fit_female_01\", \"biometrics\": {\"physique\": \"Athletic, voluptuous, slim waist, prominent glutes, visible back muscle\", \"skin\": \"Fair, natural texture, realistic pores\", \"hair\": \"Dark brown, messy high bun, wispy bangs\"}, \"attire\": {\"top\": \"Black racerback sports bra\", \"bottom\": \"Tight black booty shorts, orange jack-o'-lantern & purple star pattern\", \"accessories\": [\"Gold ring\", \"Small earrings\", \"Gold iPhone with puffer case\"]}, \"composition\": {\"shot_type\": \"Mirror selfie, medium shot (knees up), vertical 9:16\", \"pose\": \"Back to mirror, torso twisted left, head turned over shoulder\", \"focal_length\": \"26mm smartphone lens\", \"depth\": \"Deep focus, clear subject-background separation\"}, \"environment\": {\"interior\": \"Modern apartment, living room background, white door frame\", \"exterior_view\": \"Floor-to-ceiling window, city skyline, blue sky\", \"lighting\": {\"primary\": \"Strong natural daylight from left\", \"effects\": \"Directional highlights, high-contrast side lighting\"}}, \"style_profile\": {\"aesthetic\": \"Raw social media snapshot, influencer lifestyle\", \"quality\": \"8k photorealistic, digital sensor noise, no filters\", \"mood\": \"Confident, casual, sultry\"}, \"control_params\": {\"dw_pose\": \"Weight 1.0 (lock spine/hips/limbs)\", \"zoe_depth\": \"Weight 0.8 (preserve glute volume/depth)\"}, \"negatives\": \"airbrushed, plastic skin, flattened curves, anatomy normalization, slimmed torso, low-res\"}")
