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![{"subject":{"description":"young woman with long, layered dark hair featuring honey highlights and voluminous texture. She has, 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, clothing, beige background, warm skin tones, 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 woman 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/1775490779-0ab965920b16ab5186407f6dd342083a-1.png "{\"subject\":{\"description\":\"young woman with long, layered dark hair featuring honey highlights and voluminous texture. She has, 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, clothing, beige background, warm skin tones, 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 woman 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\"]}}")
![{"project":"Alpine Rider Editorial","version":"1.1","meta":{"creative_role":"Generative AI Art Director + Cinematographer + Editorial Photographer","intent":"Create a high-end cinematic editorial image emphasizing an intimate, powerful connection between a confident man and his motorcycle, set against a refined Swiss alpine backdrop","mood":["confidence","sensual restraint","freedom","connection","elegant strength"],"aesthetic":["luxury editorial photography","cinematic realism","alpine lifestyle","motorcycle couture"]},"identity_preservation":{"reference_image_upload":{"enabled":true,"priority":"maximum","protected_features":["facial structure","eyes","nose","mouth","skin texture","expression","proportions"],"modification_policy":"no_face_alteration","notes":"Facial identity must remain identical to uploaded reference; only natural lighting interaction allowed"}},"frame":{"aspect_ratio":"3:4","shot_type":"three-quarter portrait with environmental context","camera_angle":"low angle","composition":{"subject_priority":"man","visual_hierarchy":["man","upper motorcycle body","soft alpine background"],"pose_interaction":"man leaning confidently against motorcycle, hand resting assertively on tank and chrome details","depth_of_field":"shallow, background softly blurred","negative_space":"kept minimal to draw attention to subject"}},"subject":{"identity":{"gender":"male","age":25,"hair_color":"brunette"},"pose":{"position":"standing beside motorcycle","interaction":"leaning on the motorcycle, one hand firmly on the tank","posture":"relaxed yet assertive","legs":"stable, grounded stance"},"expression":{"facial_emotion":"confident serenity","gaze":"directly toward the camera","mouth":"discreet, knowing smile"}},"appearance":{"skin":{"quality":"natural, luminous, with light stubble","light_interaction":"soft highlights sculpted by alpine daylight"},"hair":{"style":"short textured cut","behavior":"tousled by mountain breeze","detail":"fine strands catching rim light"}},"wardrobe":{"outfit":{"type":"glossy leather riding suit","color":"deep glossy red","details":"accent panels","material":"leather or high-gloss technical fabric","fit":"tailored, elegant, powerful"},"footwear":{"type":"motorcycle boots","finish":"matte leather"}},"props":{"motorcycle":{"brand":"Harley-Davidson","style":"classic cruiser","finish":"metallic with chrome highlights","role":"secondary to the subject, intimate companion"}},"environment":{"location":"Swiss alpine region","setting":{"elements":["mountain road","rolling alpine hills","distant snow-capped peaks"],"scale":"vast but softly rendered","atmosphere":"clean, crisp, elevated"},"weather":{"wind":"gentle mountain breeze","sky":"clear with light alpine haze"}},"lighting":{"primary_light":{"type":"natural alpine daylight","direction":"side-front","quality":"clean, sculpting, high-altitude clarity"},"secondary_light":{"type":"ground and road bounce","effect":"subtle fill on shadows"},"rim_light":{"type":"sunlit edge light","effect":"defines silhouette of man and motorcycle"}},"camera_physics":{"lens":"50mm prime","aperture":"f\/2.8","sensor":"full-frame","focus_priority":"man\u2019s face and hands","background_rendering":"creamy alpine bokeh"},"imperfections":{"fabric_reflections":"organic gloss variations","environmental_details":"dust on road, light wear on boots","human_variation":"natural asymmetry in posture","film_grain":"fine cinematic grain"},"color_science":{"palette":["glossy red","deep black","alpine blue","soft greens","warm skin tones","chrome highlights"],"contrast":"cinematic but refined","saturation":"rich, controlled, natural"},"post_processing":{"skin":"realistic texture preserved","sharpening":"selective on eyes, mouth, hands, and chrome","grading":"clean alpine cinematic grade","vignette":"very subtle, subject-centered"},"output":{"resolution":"8K","quality":"ultra-high","style_lock":"luxury cinematic editorial realism","use_case":["fashion editorial","luxury motorcycle campaign","cinematic hero image"]}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1775660402-394ab26fbe98e77448920720c79a5e50-1.png "{\"project\":\"Alpine Rider Editorial\",\"version\":\"1.1\",\"meta\":{\"creative_role\":\"Generative AI Art Director + Cinematographer + Editorial Photographer\",\"intent\":\"Create a high-end cinematic editorial image emphasizing an intimate, powerful connection between a confident man and his motorcycle, set against a refined Swiss alpine backdrop\",\"mood\":[\"confidence\",\"sensual restraint\",\"freedom\",\"connection\",\"elegant strength\"],\"aesthetic\":[\"luxury editorial photography\",\"cinematic realism\",\"alpine lifestyle\",\"motorcycle couture\"]},\"identity_preservation\":{\"reference_image_upload\":{\"enabled\":true,\"priority\":\"maximum\",\"protected_features\":[\"facial structure\",\"eyes\",\"nose\",\"mouth\",\"skin texture\",\"expression\",\"proportions\"],\"modification_policy\":\"no_face_alteration\",\"notes\":\"Facial identity must remain identical to uploaded reference; only natural lighting interaction allowed\"}},\"frame\":{\"aspect_ratio\":\"3:4\",\"shot_type\":\"three-quarter portrait with environmental context\",\"camera_angle\":\"low angle\",\"composition\":{\"subject_priority\":\"man\",\"visual_hierarchy\":[\"man\",\"upper motorcycle body\",\"soft alpine background\"],\"pose_interaction\":\"man leaning confidently against motorcycle, hand resting assertively on tank and chrome details\",\"depth_of_field\":\"shallow, background softly blurred\",\"negative_space\":\"kept minimal to draw attention to subject\"}},\"subject\":{\"identity\":{\"gender\":\"male\",\"age\":25,\"hair_color\":\"brunette\"},\"pose\":{\"position\":\"standing beside motorcycle\",\"interaction\":\"leaning on the motorcycle, one hand firmly on the tank\",\"posture\":\"relaxed yet assertive\",\"legs\":\"stable, grounded stance\"},\"expression\":{\"facial_emotion\":\"confident serenity\",\"gaze\":\"directly toward the camera\",\"mouth\":\"discreet, knowing smile\"}},\"appearance\":{\"skin\":{\"quality\":\"natural, luminous, with light stubble\",\"light_interaction\":\"soft highlights sculpted by alpine daylight\"},\"hair\":{\"style\":\"short textured cut\",\"behavior\":\"tousled by mountain breeze\",\"detail\":\"fine strands catching rim light\"}},\"wardrobe\":{\"outfit\":{\"type\":\"glossy leather riding suit\",\"color\":\"deep glossy red\",\"details\":\"accent panels\",\"material\":\"leather or high-gloss technical fabric\",\"fit\":\"tailored, elegant, powerful\"},\"footwear\":{\"type\":\"motorcycle boots\",\"finish\":\"matte leather\"}},\"props\":{\"motorcycle\":{\"brand\":\"Harley-Davidson\",\"style\":\"classic cruiser\",\"finish\":\"metallic with chrome highlights\",\"role\":\"secondary to the subject, intimate companion\"}},\"environment\":{\"location\":\"Swiss alpine region\",\"setting\":{\"elements\":[\"mountain road\",\"rolling alpine hills\",\"distant snow-capped peaks\"],\"scale\":\"vast but softly rendered\",\"atmosphere\":\"clean, crisp, elevated\"},\"weather\":{\"wind\":\"gentle mountain breeze\",\"sky\":\"clear with light alpine haze\"}},\"lighting\":{\"primary_light\":{\"type\":\"natural alpine daylight\",\"direction\":\"side-front\",\"quality\":\"clean, sculpting, high-altitude clarity\"},\"secondary_light\":{\"type\":\"ground and road bounce\",\"effect\":\"subtle fill on shadows\"},\"rim_light\":{\"type\":\"sunlit edge light\",\"effect\":\"defines silhouette of man and motorcycle\"}},\"camera_physics\":{\"lens\":\"50mm prime\",\"aperture\":\"f\/2.8\",\"sensor\":\"full-frame\",\"focus_priority\":\"man\u2019s face and hands\",\"background_rendering\":\"creamy alpine bokeh\"},\"imperfections\":{\"fabric_reflections\":\"organic gloss variations\",\"environmental_details\":\"dust on road, light wear on boots\",\"human_variation\":\"natural asymmetry in posture\",\"film_grain\":\"fine cinematic grain\"},\"color_science\":{\"palette\":[\"glossy red\",\"deep black\",\"alpine blue\",\"soft greens\",\"warm skin tones\",\"chrome highlights\"],\"contrast\":\"cinematic but refined\",\"saturation\":\"rich, controlled, natural\"},\"post_processing\":{\"skin\":\"realistic texture preserved\",\"sharpening\":\"selective on eyes, mouth, hands, and chrome\",\"grading\":\"clean alpine cinematic grade\",\"vignette\":\"very subtle, subject-centered\"},\"output\":{\"resolution\":\"8K\",\"quality\":\"ultra-high\",\"style_lock\":\"luxury cinematic editorial realism\",\"use_case\":[\"fashion editorial\",\"luxury motorcycle campaign\",\"cinematic hero image\"]}}")
![{"subject":{"description":"Young woman with an athletic, fit physique taking a mirror selfie. She has long dark brown hair pulled back into a high ponytail with distinct, chunky blonde highlights framing her face (money pieces). Her skin is fair with natural texture. She is wearing a tight black long-sleeve crop top that ends just below the bust, revealing her midriff. On her lower body, she wears grey\/taupe seamless ribbed leggings that are pulled high, accentuating a curvy figure with prominent glute development. The fit of the clothing is tight, highlighting body contours.","anatomical_details":"Preserve exact body proportions: slim waist, developed glutes, and natural spine curvature. Do not normalize anatomy; maintain the specific muscle definition and volume of the glutes and thighs as seen in the reference. Facial features in profile show a straight nose and full lips.","clothing_texture":"Matte black fabric on the top with visible stretch. Heathered or ribbed texture on the grey leggings, showing tension and stretch over the glutes and thighs."},"pose":{"type":"Standing mirror selfie, rear view with torso twist","details":"The subject is standing with her back to the mirror, twisting her torso and head to the right to look into the mirror\/phone screen. Her right arm is raised holding a gold iPhone to capture the reflection. Her left arm hangs naturally by her side. The hips are angled slightly, with weight shifted to accentuate the glutes. The pose highlights the posterior chain and the profile of the face.","constraints":"Strict adherence to the twist angle and the relative position of the phone to the face. Preserve the exact curvature of the lower back and the projection of the glutes."},"environment":{"setting":"Gym locker room or changing area.","elements":"Dark wood lockers visible in the background with silver handles. A light-colored bench is visible to the left. The floor is tiled in dark grey slate or stone. A mirror frame is visible surrounding the reflection. In the background reflection, another person or a second reflection of the subject is partially visible.","context":"Indoor, public or semi-public fitness facility."},"camera":{"perspective":"Mirror selfie perspective. The camera (phone) is held at shoulder height, angled slightly downwards to capture the full body from thighs up. The image captures the reflection in a large wall mirror.","focal_length":"24mm to 28mm equivalent (smartphone main lens)","depth_of_field":"Deep depth of field, keeping both the subject and the locker room background relatively sharp.","framing":"Vertical shot, framing the subject from mid-thigh to top of head."},"lighting":{"type":"Indoor artificial gym lighting.","quality":"Overhead, slightly harsh downlighting typical of locker rooms. Creates highlights on the forehead, nose, and the top of the glutes. Shadows fall naturally under the jaw and bust.","color_temperature":"Neutral to cool white (fluorescent\/LED mix).","reflections":"Reflection of the flash or overhead light is visible on the phone case."},"mood_and_expression":{"mood":"Casual, confident, fitness-focused.","expression":"Neutral to slight pout, focused gaze directed at the phone screen\/mirror reflection. Calm demeanor."},"style_and_realism":{"style":"Photorealistic smartphone photography.","rendering":"High fidelity, unpolished, authentic social media snapshot style. Not studio quality. Visible digital noise or texture typical of indoor phone photos.","aesthetics":"Gym-core, fitness influencer aesthetic."},"colors_and_tone":{"palette":"Neutrals: Black (top), Taupe\/Grey (leggings), Dark Wood (lockers), Skin tones, Gold (phone).","contrast":"Medium contrast. Dark blacks in the clothing and background shadows, bright highlights on skin and hair.","saturation":"Natural, slightly desaturated background, accurate skin tones."},"quality_and_technical_details":{"resolution":"High resolution.","sharpness":"Sharp subject, typical smartphone processing.","noise":"Low to medium ISO grain.","artifacts":"None, clear reflection."},"aspect_ratio_and_output":{"ratio":"3:4","orientation":"Portrait","crop":"No cropping, preserve full framing of the reference."},"controlnet":{"pose_control":{"woman_type":"DWPose","purpose":"Exact skeletal and pose lock","constraints":["preserve shoulder width","preserve hip angle","preserve spine curvature","preserve limb placement","lock head turn angle"],"recommended_weight":1},"depth_control":{"woman_type":"ZoeDepth","purpose":"Depth, volume, and camera-to-body spatial lock","constraints":["preserve foreground dominance","prevent flat or compressed depth","maintain clear torso-to-background separation","lock phone position relative to face"],"recommended_weight":0.8}},"negative_prompt":{"forbidden_content":["anatomy normalization","body proportion averaging","smaller glutes than reference","reduced muscle definition","flattened curves","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","more realistic reinterpretation","naturalization of prominent features","missing phone","missing mirror"]}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1777420818-e8bb3a0d8576a9af8d03261de390386b-1.png "{\"subject\":{\"description\":\"Young woman with an athletic, fit physique taking a mirror selfie. She has long dark brown hair pulled back into a high ponytail with distinct, chunky blonde highlights framing her face (money pieces). Her skin is fair with natural texture. She is wearing a tight black long-sleeve crop top that ends just below the bust, revealing her midriff. On her lower body, she wears grey\/taupe seamless ribbed leggings that are pulled high, accentuating a curvy figure with prominent glute development. The fit of the clothing is tight, highlighting body contours.\",\"anatomical_details\":\"Preserve exact body proportions: slim waist, developed glutes, and natural spine curvature. Do not normalize anatomy; maintain the specific muscle definition and volume of the glutes and thighs as seen in the reference. Facial features in profile show a straight nose and full lips.\",\"clothing_texture\":\"Matte black fabric on the top with visible stretch. Heathered or ribbed texture on the grey leggings, showing tension and stretch over the glutes and thighs.\"},\"pose\":{\"type\":\"Standing mirror selfie, rear view with torso twist\",\"details\":\"The subject is standing with her back to the mirror, twisting her torso and head to the right to look into the mirror\/phone screen. Her right arm is raised holding a gold iPhone to capture the reflection. Her left arm hangs naturally by her side. The hips are angled slightly, with weight shifted to accentuate the glutes. The pose highlights the posterior chain and the profile of the face.\",\"constraints\":\"Strict adherence to the twist angle and the relative position of the phone to the face. Preserve the exact curvature of the lower back and the projection of the glutes.\"},\"environment\":{\"setting\":\"Gym locker room or changing area.\",\"elements\":\"Dark wood lockers visible in the background with silver handles. A light-colored bench is visible to the left. The floor is tiled in dark grey slate or stone. A mirror frame is visible surrounding the reflection. In the background reflection, another person or a second reflection of the subject is partially visible.\",\"context\":\"Indoor, public or semi-public fitness facility.\"},\"camera\":{\"perspective\":\"Mirror selfie perspective. The camera (phone) is held at shoulder height, angled slightly downwards to capture the full body from thighs up. The image captures the reflection in a large wall mirror.\",\"focal_length\":\"24mm to 28mm equivalent (smartphone main lens)\",\"depth_of_field\":\"Deep depth of field, keeping both the subject and the locker room background relatively sharp.\",\"framing\":\"Vertical shot, framing the subject from mid-thigh to top of head.\"},\"lighting\":{\"type\":\"Indoor artificial gym lighting.\",\"quality\":\"Overhead, slightly harsh downlighting typical of locker rooms. Creates highlights on the forehead, nose, and the top of the glutes. Shadows fall naturally under the jaw and bust.\",\"color_temperature\":\"Neutral to cool white (fluorescent\/LED mix).\",\"reflections\":\"Reflection of the flash or overhead light is visible on the phone case.\"},\"mood_and_expression\":{\"mood\":\"Casual, confident, fitness-focused.\",\"expression\":\"Neutral to slight pout, focused gaze directed at the phone screen\/mirror reflection. Calm demeanor.\"},\"style_and_realism\":{\"style\":\"Photorealistic smartphone photography.\",\"rendering\":\"High fidelity, unpolished, authentic social media snapshot style. Not studio quality. Visible digital noise or texture typical of indoor phone photos.\",\"aesthetics\":\"Gym-core, fitness influencer aesthetic.\"},\"colors_and_tone\":{\"palette\":\"Neutrals: Black (top), Taupe\/Grey (leggings), Dark Wood (lockers), Skin tones, Gold (phone).\",\"contrast\":\"Medium contrast. Dark blacks in the clothing and background shadows, bright highlights on skin and hair.\",\"saturation\":\"Natural, slightly desaturated background, accurate skin tones.\"},\"quality_and_technical_details\":{\"resolution\":\"High resolution.\",\"sharpness\":\"Sharp subject, typical smartphone processing.\",\"noise\":\"Low to medium ISO grain.\",\"artifacts\":\"None, clear reflection.\"},\"aspect_ratio_and_output\":{\"ratio\":\"3:4\",\"orientation\":\"Portrait\",\"crop\":\"No cropping, preserve full framing of the reference.\"},\"controlnet\":{\"pose_control\":{\"woman_type\":\"DWPose\",\"purpose\":\"Exact skeletal and pose lock\",\"constraints\":[\"preserve shoulder width\",\"preserve hip angle\",\"preserve spine curvature\",\"preserve limb placement\",\"lock head turn angle\"],\"recommended_weight\":1},\"depth_control\":{\"woman_type\":\"ZoeDepth\",\"purpose\":\"Depth, volume, and camera-to-body spatial lock\",\"constraints\":[\"preserve foreground dominance\",\"prevent flat or compressed depth\",\"maintain clear torso-to-background separation\",\"lock phone position relative to face\"],\"recommended_weight\":0.8}},\"negative_prompt\":{\"forbidden_content\":[\"anatomy normalization\",\"body proportion averaging\",\"smaller glutes than reference\",\"reduced muscle definition\",\"flattened curves\",\"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\",\"more realistic reinterpretation\",\"naturalization of prominent features\",\"missing phone\",\"missing mirror\"]}}")
