Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a seethrough shirt , soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with a tight, ultra-slender silhouette; long legs, high slim, waist, right hand on hip, lean minimal lines; wearing a simple tight neutral outfit; soft daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, , ultra-slender silhouette; long legs, high slim waist, lean minimal lines; wearing a simple tight leotard; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "task": "Generate a hyper-realistic professional studio portrait using the attached reference image for facial identity.", "reference_images": [ { "type": "face_identity_reference", "instruction": "Use the attached photo as the primary facial identity reference. The generated subject must match the same person, preserving facial structure, proportions, skin tone, and unique facial details." } ], "identity_lock": { "preserve_identity": true, "preserve_skin_tone": true, "preserve_face_structure": true, "preserve_micro_features": true, "instruction": "The face must strongly resemble the person in the reference image. Do not alter identity." }, "subject": { "gender": "female", "face_structure": { "overall_shape": "slightly rounded oval face with smooth transitions between temples, cheekbones, and jaw", "proportions": "face slightly longer than wide (approx ratio 1.35:1)", "forehead": "slightly wider than the jaw", "cheekbones": "full rounded cheekbones forming the widest part of the face", "jawline": "soft and gently tapering", "chin": "rounded, slightly projecting forward" }, "skin": { "tone": "deep warm brown", "undertone": "warm golden with caramel nuances", "texture": "smooth skin with minimal pores", "shine": "natural highlights on nose bridge, cheeks, and forehead", "t_zone": "slightly luminous", "complexion": "healthy glowing skin" }, "eyes": { "shape": "soft almond eyes slightly elongated", "orientation": "slightly upturned outer corners", "iris_color": "very dark brown almost black with deep chocolate tones", "eyelashes": "medium length natural lashes", "eyelids": "light crease, smooth under-eye area" }, "eyebrows": { "shape": "soft natural arc", "thickness": "medium to slightly thick", "density": "natural density", "color": "dark brown to black" }, "nose": { "bridge": "mostly straight", "width": "moderate width nostrils", "tip": "rounded soft tip", "nostrils": "oval shape slightly visible from front" }, "mouth": { "upper_lip": "medium thickness", "lower_lip": "slightly fuller", "cupid_bow": "soft defined cupid bow", "lip_color": "natural brownish rose", "expression": "subtle relaxed smile" }, "hair": { "texture": "natural African type 4 hair", "style": "thin cornrow braids directed toward the back", "color": "dark brown to black with copper highlights", "density": "high density", "accessory": "white headscarf covering back of head" } }, "composition": { "framing": "medium close-up portrait cropped below the chest", "orientation": "vertical portrait", "subject_position": "centered", "camera_angle": "near frontal with subtle 3/4 perspective", "camera_height": "eye level", "camera_distance": "about 1.3 meters" }, "pose": { "torso_rotation": "slightly rotated right about 10–15 degrees", "shoulders": "relaxed", "head_tilt": "very subtle tilt to the right", "chin": "slightly lowered", "gaze": "direct eye contact with camera", "expression": "soft confident professional expression with minimal smile" }, "lighting": { "style": "soft professional studio lighting", "key_light": { "type": "large softbox", "position": "camera left", "effect": "illuminates left side of face and cheekbones" }, "fill_light": { "position": "camera right", "intensity": "low" }, "contrast": "soft low contrast", "highlights": [ "nose bridge", "cheekbones", "forehead", "lower lip" ], "shadows": "very soft shadows under chin and jawline" }, "environment": { "location": "photo studio", "background": { "type": "textured backdrop", "color": "warm beige sand tone", "texture": "subtle plaster texture" }, "depth_of_field": { "aperture_effect": "shallow depth of field", "background_blur": "soft blur", "distance_to_background": "1.5 meters" } }, "wardrobe": { "blazer": { "type": "tailored blazer", "color": "camel beige", "fabric": "matte", "style": "classic business cut" }, "top": { "type": "fine knit sweater", "color": "cream", "neck": "round collar" } }, "color_mood": { "palette": ["beige", "camel", "cream", "soft brown"], "temperature": "warm neutral 4800K–5200K", "style": "corporate editorial portrait", "grade": "slightly warm tones with natural skin rendering" }, "camera": { "lens": "85mm portrait lens", "aperture": "f/2.8", "iso": 100, "shutter_speed": "1/125", "focus": "sharp focus on eyes" }, "render": { "style": "hyper realistic professional portrait", "quality": "ultra high resolution", "grain": "none", "look": "clean modern studio photography" } } "
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with a tight, ultra-slender silhouette; long legs, high slim, waist, right hand on hip, lean minimal lines; wearing a simple tight neutral outfit; soft daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a seethrough shirt , soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, , ultra-slender silhouette; long legs, high slim waist, lean minimal lines; wearing a simple tight leotard; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
{ "task": "Generate a hyper-realistic professional studio portrait using the attached reference image for facial identity.", "reference_images": [ { "type": "face_identity_reference", "instruction": "Use the attached photo as the primary facial identity reference. The generated subject must match the same person, preserving facial structure, proportions, skin tone, and unique facial details." } ], "identity_lock": { "preserve_identity": true, "preserve_skin_tone": true, "preserve_face_structure": true, "preserve_micro_features": true, "instruction": "The face must strongly resemble the person in the reference image. Do not alter identity." }, "subject": { "gender": "female", "face_structure": { "overall_shape": "slightly rounded oval face with smooth transitions between temples, cheekbones, and jaw", "proportions": "face slightly longer than wide (approx ratio 1.35:1)", "forehead": "slightly wider than the jaw", "cheekbones": "full rounded cheekbones forming the widest part of the face", "jawline": "soft and gently tapering", "chin": "rounded, slightly projecting forward" }, "skin": { "tone": "deep warm brown", "undertone": "warm golden with caramel nuances", "texture": "smooth skin with minimal pores", "shine": "natural highlights on nose bridge, cheeks, and forehead", "t_zone": "slightly luminous", "complexion": "healthy glowing skin" }, "eyes": { "shape": "soft almond eyes slightly elongated", "orientation": "slightly upturned outer corners", "iris_color": "very dark brown almost black with deep chocolate tones", "eyelashes": "medium length natural lashes", "eyelids": "light crease, smooth under-eye area" }, "eyebrows": { "shape": "soft natural arc", "thickness": "medium to slightly thick", "density": "natural density", "color": "dark brown to black" }, "nose": { "bridge": "mostly straight", "width": "moderate width nostrils", "tip": "rounded soft tip", "nostrils": "oval shape slightly visible from front" }, "mouth": { "upper_lip": "medium thickness", "lower_lip": "slightly fuller", "cupid_bow": "soft defined cupid bow", "lip_color": "natural brownish rose", "expression": "subtle relaxed smile" }, "hair": { "texture": "natural African type 4 hair", "style": "thin cornrow braids directed toward the back", "color": "dark brown to black with copper highlights", "density": "high density", "accessory": "white headscarf covering back of head" } }, "composition": { "framing": "medium close-up portrait cropped below the chest", "orientation": "vertical portrait", "subject_position": "centered", "camera_angle": "near frontal with subtle 3/4 perspective", "camera_height": "eye level", "camera_distance": "about 1.3 meters" }, "pose": { "torso_rotation": "slightly rotated right about 10–15 degrees", "shoulders": "relaxed", "head_tilt": "very subtle tilt to the right", "chin": "slightly lowered", "gaze": "direct eye contact with camera", "expression": "soft confident professional expression with minimal smile" }, "lighting": { "style": "soft professional studio lighting", "key_light": { "type": "large softbox", "position": "camera left", "effect": "illuminates left side of face and cheekbones" }, "fill_light": { "position": "camera right", "intensity": "low" }, "contrast": "soft low contrast", "highlights": [ "nose bridge", "cheekbones", "forehead", "lower lip" ], "shadows": "very soft shadows under chin and jawline" }, "environment": { "location": "photo studio", "background": { "type": "textured backdrop", "color": "warm beige sand tone", "texture": "subtle plaster texture" }, "depth_of_field": { "aperture_effect": "shallow depth of field", "background_blur": "soft blur", "distance_to_background": "1.5 meters" } }, "wardrobe": { "blazer": { "type": "tailored blazer", "color": "camel beige", "fabric": "matte", "style": "classic business cut" }, "top": { "type": "fine knit sweater", "color": "cream", "neck": "round collar" } }, "color_mood": { "palette": ["beige", "camel", "cream", "soft brown"], "temperature": "warm neutral 4800K–5200K", "style": "corporate editorial portrait", "grade": "slightly warm tones with natural skin rendering" }, "camera": { "lens": "85mm portrait lens", "aperture": "f/2.8", "iso": 100, "shutter_speed": "1/125", "focus": "sharp focus on eyes" }, "render": { "style": "hyper realistic professional portrait", "quality": "ultra high resolution", "grain": "none", "look": "clean modern studio photography" } } "
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a seethrough shirt , soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, , ultra-slender silhouette; long legs, high slim waist, lean minimal lines; wearing a simple tight leotard; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with a tight, ultra-slender silhouette; long legs, high slim, waist, right hand on hip, lean minimal lines; wearing a simple tight neutral outfit; soft daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "task": "Generate a hyper-realistic professional studio portrait using the attached reference image for facial identity.", "reference_images": [ { "type": "face_identity_reference", "instruction": "Use the attached photo as the primary facial identity reference. The generated subject must match the same person, preserving facial structure, proportions, skin tone, and unique facial details." } ], "identity_lock": { "preserve_identity": true, "preserve_skin_tone": true, "preserve_face_structure": true, "preserve_micro_features": true, "instruction": "The face must strongly resemble the person in the reference image. Do not alter identity." }, "subject": { "gender": "female", "face_structure": { "overall_shape": "slightly rounded oval face with smooth transitions between temples, cheekbones, and jaw", "proportions": "face slightly longer than wide (approx ratio 1.35:1)", "forehead": "slightly wider than the jaw", "cheekbones": "full rounded cheekbones forming the widest part of the face", "jawline": "soft and gently tapering", "chin": "rounded, slightly projecting forward" }, "skin": { "tone": "deep warm brown", "undertone": "warm golden with caramel nuances", "texture": "smooth skin with minimal pores", "shine": "natural highlights on nose bridge, cheeks, and forehead", "t_zone": "slightly luminous", "complexion": "healthy glowing skin" }, "eyes": { "shape": "soft almond eyes slightly elongated", "orientation": "slightly upturned outer corners", "iris_color": "very dark brown almost black with deep chocolate tones", "eyelashes": "medium length natural lashes", "eyelids": "light crease, smooth under-eye area" }, "eyebrows": { "shape": "soft natural arc", "thickness": "medium to slightly thick", "density": "natural density", "color": "dark brown to black" }, "nose": { "bridge": "mostly straight", "width": "moderate width nostrils", "tip": "rounded soft tip", "nostrils": "oval shape slightly visible from front" }, "mouth": { "upper_lip": "medium thickness", "lower_lip": "slightly fuller", "cupid_bow": "soft defined cupid bow", "lip_color": "natural brownish rose", "expression": "subtle relaxed smile" }, "hair": { "texture": "natural African type 4 hair", "style": "thin cornrow braids directed toward the back", "color": "dark brown to black with copper highlights", "density": "high density", "accessory": "white headscarf covering back of head" } }, "composition": { "framing": "medium close-up portrait cropped below the chest", "orientation": "vertical portrait", "subject_position": "centered", "camera_angle": "near frontal with subtle 3/4 perspective", "camera_height": "eye level", "camera_distance": "about 1.3 meters" }, "pose": { "torso_rotation": "slightly rotated right about 10–15 degrees", "shoulders": "relaxed", "head_tilt": "very subtle tilt to the right", "chin": "slightly lowered", "gaze": "direct eye contact with camera", "expression": "soft confident professional expression with minimal smile" }, "lighting": { "style": "soft professional studio lighting", "key_light": { "type": "large softbox", "position": "camera left", "effect": "illuminates left side of face and cheekbones" }, "fill_light": { "position": "camera right", "intensity": "low" }, "contrast": "soft low contrast", "highlights": [ "nose bridge", "cheekbones", "forehead", "lower lip" ], "shadows": "very soft shadows under chin and jawline" }, "environment": { "location": "photo studio", "background": { "type": "textured backdrop", "color": "warm beige sand tone", "texture": "subtle plaster texture" }, "depth_of_field": { "aperture_effect": "shallow depth of field", "background_blur": "soft blur", "distance_to_background": "1.5 meters" } }, "wardrobe": { "blazer": { "type": "tailored blazer", "color": "camel beige", "fabric": "matte", "style": "classic business cut" }, "top": { "type": "fine knit sweater", "color": "cream", "neck": "round collar" } }, "color_mood": { "palette": ["beige", "camel", "cream", "soft brown"], "temperature": "warm neutral 4800K–5200K", "style": "corporate editorial portrait", "grade": "slightly warm tones with natural skin rendering" }, "camera": { "lens": "85mm portrait lens", "aperture": "f/2.8", "iso": 100, "shutter_speed": "1/125", "focus": "sharp focus on eyes" }, "render": { "style": "hyper realistic professional portrait", "quality": "ultra high resolution", "grain": "none", "look": "clean modern studio photography" } } "
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, , ultra-slender silhouette; long legs, high slim waist, lean minimal lines; wearing a simple tight leotard; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "task": "Generate a hyper-realistic professional studio portrait using the attached reference image for facial identity.", "reference_images": [ { "type": "face_identity_reference", "instruction": "Use the attached photo as the primary facial identity reference. The generated subject must match the same person, preserving facial structure, proportions, skin tone, and unique facial details." } ], "identity_lock": { "preserve_identity": true, "preserve_skin_tone": true, "preserve_face_structure": true, "preserve_micro_features": true, "instruction": "The face must strongly resemble the person in the reference image. Do not alter identity." }, "subject": { "gender": "female", "face_structure": { "overall_shape": "slightly rounded oval face with smooth transitions between temples, cheekbones, and jaw", "proportions": "face slightly longer than wide (approx ratio 1.35:1)", "forehead": "slightly wider than the jaw", "cheekbones": "full rounded cheekbones forming the widest part of the face", "jawline": "soft and gently tapering", "chin": "rounded, slightly projecting forward" }, "skin": { "tone": "deep warm brown", "undertone": "warm golden with caramel nuances", "texture": "smooth skin with minimal pores", "shine": "natural highlights on nose bridge, cheeks, and forehead", "t_zone": "slightly luminous", "complexion": "healthy glowing skin" }, "eyes": { "shape": "soft almond eyes slightly elongated", "orientation": "slightly upturned outer corners", "iris_color": "very dark brown almost black with deep chocolate tones", "eyelashes": "medium length natural lashes", "eyelids": "light crease, smooth under-eye area" }, "eyebrows": { "shape": "soft natural arc", "thickness": "medium to slightly thick", "density": "natural density", "color": "dark brown to black" }, "nose": { "bridge": "mostly straight", "width": "moderate width nostrils", "tip": "rounded soft tip", "nostrils": "oval shape slightly visible from front" }, "mouth": { "upper_lip": "medium thickness", "lower_lip": "slightly fuller", "cupid_bow": "soft defined cupid bow", "lip_color": "natural brownish rose", "expression": "subtle relaxed smile" }, "hair": { "texture": "natural African type 4 hair", "style": "thin cornrow braids directed toward the back", "color": "dark brown to black with copper highlights", "density": "high density", "accessory": "white headscarf covering back of head" } }, "composition": { "framing": "medium close-up portrait cropped below the chest", "orientation": "vertical portrait", "subject_position": "centered", "camera_angle": "near frontal with subtle 3/4 perspective", "camera_height": "eye level", "camera_distance": "about 1.3 meters" }, "pose": { "torso_rotation": "slightly rotated right about 10–15 degrees", "shoulders": "relaxed", "head_tilt": "very subtle tilt to the right", "chin": "slightly lowered", "gaze": "direct eye contact with camera", "expression": "soft confident professional expression with minimal smile" }, "lighting": { "style": "soft professional studio lighting", "key_light": { "type": "large softbox", "position": "camera left", "effect": "illuminates left side of face and cheekbones" }, "fill_light": { "position": "camera right", "intensity": "low" }, "contrast": "soft low contrast", "highlights": [ "nose bridge", "cheekbones", "forehead", "lower lip" ], "shadows": "very soft shadows under chin and jawline" }, "environment": { "location": "photo studio", "background": { "type": "textured backdrop", "color": "warm beige sand tone", "texture": "subtle plaster texture" }, "depth_of_field": { "aperture_effect": "shallow depth of field", "background_blur": "soft blur", "distance_to_background": "1.5 meters" } }, "wardrobe": { "blazer": { "type": "tailored blazer", "color": "camel beige", "fabric": "matte", "style": "classic business cut" }, "top": { "type": "fine knit sweater", "color": "cream", "neck": "round collar" } }, "color_mood": { "palette": ["beige", "camel", "cream", "soft brown"], "temperature": "warm neutral 4800K–5200K", "style": "corporate editorial portrait", "grade": "slightly warm tones with natural skin rendering" }, "camera": { "lens": "85mm portrait lens", "aperture": "f/2.8", "iso": 100, "shutter_speed": "1/125", "focus": "sharp focus on eyes" }, "render": { "style": "hyper realistic professional portrait", "quality": "ultra high resolution", "grain": "none", "look": "clean modern studio photography" } } "
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a seethrough shirt , soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with a tight, ultra-slender silhouette; long legs, high slim, waist, right hand on hip, lean minimal lines; wearing a simple tight neutral outfit; soft daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a seethrough shirt , soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with a tight, ultra-slender silhouette; long legs, high slim, waist, right hand on hip, lean minimal lines; wearing a simple tight neutral outfit; soft daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, , ultra-slender silhouette; long legs, high slim waist, lean minimal lines; wearing a simple tight leotard; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "task": "Generate a hyper-realistic professional studio portrait using the attached reference image for facial identity.", "reference_images": [ { "type": "face_identity_reference", "instruction": "Use the attached photo as the primary facial identity reference. The generated subject must match the same person, preserving facial structure, proportions, skin tone, and unique facial details." } ], "identity_lock": { "preserve_identity": true, "preserve_skin_tone": true, "preserve_face_structure": true, "preserve_micro_features": true, "instruction": "The face must strongly resemble the person in the reference image. Do not alter identity." }, "subject": { "gender": "female", "face_structure": { "overall_shape": "slightly rounded oval face with smooth transitions between temples, cheekbones, and jaw", "proportions": "face slightly longer than wide (approx ratio 1.35:1)", "forehead": "slightly wider than the jaw", "cheekbones": "full rounded cheekbones forming the widest part of the face", "jawline": "soft and gently tapering", "chin": "rounded, slightly projecting forward" }, "skin": { "tone": "deep warm brown", "undertone": "warm golden with caramel nuances", "texture": "smooth skin with minimal pores", "shine": "natural highlights on nose bridge, cheeks, and forehead", "t_zone": "slightly luminous", "complexion": "healthy glowing skin" }, "eyes": { "shape": "soft almond eyes slightly elongated", "orientation": "slightly upturned outer corners", "iris_color": "very dark brown almost black with deep chocolate tones", "eyelashes": "medium length natural lashes", "eyelids": "light crease, smooth under-eye area" }, "eyebrows": { "shape": "soft natural arc", "thickness": "medium to slightly thick", "density": "natural density", "color": "dark brown to black" }, "nose": { "bridge": "mostly straight", "width": "moderate width nostrils", "tip": "rounded soft tip", "nostrils": "oval shape slightly visible from front" }, "mouth": { "upper_lip": "medium thickness", "lower_lip": "slightly fuller", "cupid_bow": "soft defined cupid bow", "lip_color": "natural brownish rose", "expression": "subtle relaxed smile" }, "hair": { "texture": "natural African type 4 hair", "style": "thin cornrow braids directed toward the back", "color": "dark brown to black with copper highlights", "density": "high density", "accessory": "white headscarf covering back of head" } }, "composition": { "framing": "medium close-up portrait cropped below the chest", "orientation": "vertical portrait", "subject_position": "centered", "camera_angle": "near frontal with subtle 3/4 perspective", "camera_height": "eye level", "camera_distance": "about 1.3 meters" }, "pose": { "torso_rotation": "slightly rotated right about 10–15 degrees", "shoulders": "relaxed", "head_tilt": "very subtle tilt to the right", "chin": "slightly lowered", "gaze": "direct eye contact with camera", "expression": "soft confident professional expression with minimal smile" }, "lighting": { "style": "soft professional studio lighting", "key_light": { "type": "large softbox", "position": "camera left", "effect": "illuminates left side of face and cheekbones" }, "fill_light": { "position": "camera right", "intensity": "low" }, "contrast": "soft low contrast", "highlights": [ "nose bridge", "cheekbones", "forehead", "lower lip" ], "shadows": "very soft shadows under chin and jawline" }, "environment": { "location": "photo studio", "background": { "type": "textured backdrop", "color": "warm beige sand tone", "texture": "subtle plaster texture" }, "depth_of_field": { "aperture_effect": "shallow depth of field", "background_blur": "soft blur", "distance_to_background": "1.5 meters" } }, "wardrobe": { "blazer": { "type": "tailored blazer", "color": "camel beige", "fabric": "matte", "style": "classic business cut" }, "top": { "type": "fine knit sweater", "color": "cream", "neck": "round collar" } }, "color_mood": { "palette": ["beige", "camel", "cream", "soft brown"], "temperature": "warm neutral 4800K–5200K", "style": "corporate editorial portrait", "grade": "slightly warm tones with natural skin rendering" }, "camera": { "lens": "85mm portrait lens", "aperture": "f/2.8", "iso": 100, "shutter_speed": "1/125", "focus": "sharp focus on eyes" }, "render": { "style": "hyper realistic professional portrait", "quality": "ultra high resolution", "grain": "none", "look": "clean modern studio photography" } } "
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a seethrough shirt , soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "task": "Generate a hyper-realistic professional studio portrait using the attached reference image for facial identity.", "reference_images": [ { "type": "face_identity_reference", "instruction": "Use the attached photo as the primary facial identity reference. The generated subject must match the same person, preserving facial structure, proportions, skin tone, and unique facial details." } ], "identity_lock": { "preserve_identity": true, "preserve_skin_tone": true, "preserve_face_structure": true, "preserve_micro_features": true, "instruction": "The face must strongly resemble the person in the reference image. Do not alter identity." }, "subject": { "gender": "female", "face_structure": { "overall_shape": "slightly rounded oval face with smooth transitions between temples, cheekbones, and jaw", "proportions": "face slightly longer than wide (approx ratio 1.35:1)", "forehead": "slightly wider than the jaw", "cheekbones": "full rounded cheekbones forming the widest part of the face", "jawline": "soft and gently tapering", "chin": "rounded, slightly projecting forward" }, "skin": { "tone": "deep warm brown", "undertone": "warm golden with caramel nuances", "texture": "smooth skin with minimal pores", "shine": "natural highlights on nose bridge, cheeks, and forehead", "t_zone": "slightly luminous", "complexion": "healthy glowing skin" }, "eyes": { "shape": "soft almond eyes slightly elongated", "orientation": "slightly upturned outer corners", "iris_color": "very dark brown almost black with deep chocolate tones", "eyelashes": "medium length natural lashes", "eyelids": "light crease, smooth under-eye area" }, "eyebrows": { "shape": "soft natural arc", "thickness": "medium to slightly thick", "density": "natural density", "color": "dark brown to black" }, "nose": { "bridge": "mostly straight", "width": "moderate width nostrils", "tip": "rounded soft tip", "nostrils": "oval shape slightly visible from front" }, "mouth": { "upper_lip": "medium thickness", "lower_lip": "slightly fuller", "cupid_bow": "soft defined cupid bow", "lip_color": "natural brownish rose", "expression": "subtle relaxed smile" }, "hair": { "texture": "natural African type 4 hair", "style": "thin cornrow braids directed toward the back", "color": "dark brown to black with copper highlights", "density": "high density", "accessory": "white headscarf covering back of head" } }, "composition": { "framing": "medium close-up portrait cropped below the chest", "orientation": "vertical portrait", "subject_position": "centered", "camera_angle": "near frontal with subtle 3/4 perspective", "camera_height": "eye level", "camera_distance": "about 1.3 meters" }, "pose": { "torso_rotation": "slightly rotated right about 10–15 degrees", "shoulders": "relaxed", "head_tilt": "very subtle tilt to the right", "chin": "slightly lowered", "gaze": "direct eye contact with camera", "expression": "soft confident professional expression with minimal smile" }, "lighting": { "style": "soft professional studio lighting", "key_light": { "type": "large softbox", "position": "camera left", "effect": "illuminates left side of face and cheekbones" }, "fill_light": { "position": "camera right", "intensity": "low" }, "contrast": "soft low contrast", "highlights": [ "nose bridge", "cheekbones", "forehead", "lower lip" ], "shadows": "very soft shadows under chin and jawline" }, "environment": { "location": "photo studio", "background": { "type": "textured backdrop", "color": "warm beige sand tone", "texture": "subtle plaster texture" }, "depth_of_field": { "aperture_effect": "shallow depth of field", "background_blur": "soft blur", "distance_to_background": "1.5 meters" } }, "wardrobe": { "blazer": { "type": "tailored blazer", "color": "camel beige", "fabric": "matte", "style": "classic business cut" }, "top": { "type": "fine knit sweater", "color": "cream", "neck": "round collar" } }, "color_mood": { "palette": ["beige", "camel", "cream", "soft brown"], "temperature": "warm neutral 4800K–5200K", "style": "corporate editorial portrait", "grade": "slightly warm tones with natural skin rendering" }, "camera": { "lens": "85mm portrait lens", "aperture": "f/2.8", "iso": 100, "shutter_speed": "1/125", "focus": "sharp focus on eyes" }, "render": { "style": "hyper realistic professional portrait", "quality": "ultra high resolution", "grain": "none", "look": "clean modern studio photography" } } "
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with a tight, ultra-slender silhouette; long legs, high slim, waist, right hand on hip, lean minimal lines; wearing a simple tight neutral outfit; soft daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, , ultra-slender silhouette; long legs, high slim waist, lean minimal lines; wearing a simple tight leotard; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
Ultra-realistic 8K full-body photo of an 28-year-old Swedish model with an extremely tight, elongated, ultra-slender silhouette; long legs, high slim, narrow waist, lean minimal lines; wearing a simple tight neutral outfit; soft diffused daylight, calm expression, dark blonde hair; minimal seamless studio background, high-fashion Scandinavian minimalism
{ "prompt_type": "image_recreation", "intent": "faithful photographic recreation", "source_reference": "single female subject walking outdoors on roadside", "scene_description": { "setting": { "environment": "outdoor semi-rural roadside", "ground": "asphalt road with dusty soil edges", "background": [ "open dry field with sparse vegetation", "blue-framed industrial shed or warehouse structure in mid-background", "utility pole on right side of frame" ], "clutter": "minimal", "other_people": "none" }, "lighting": { "type": "natural daylight", "time_of_day": "late morning to afternoon", "sun_position": "high, slightly left of camera", "shadows": { "direction": "cast toward lower left", "hardness": "moderately defined edges" }, "color_temperature": "neutral daylight ~5500K", "contrast": "medium" } }, "subject": { "count": 1, "gender_presentation": "female", "age_range_estimate": "early 20s to early 30s", "ethnicity_observed": "South Asian appearance", "pose_and_motion": { "action": "walking forward toward camera", "leg_position": "right leg stepping forward", "hand_position": "both hands placed on hips", "posture": "upright, confident, controlled", "motion_cues": { "fabric_flow": "salwar and dupatta show gentle forward motion", "upper_body_stability": "steady with minimal sway" } }, "expression_and_gaze": { "facial_expression": "soft, composed smile", "eye_direction": "direct eye contact with camera", "emotional_tone": "confident, calm, poised" { "body_type_and_structure": { "body_type": "extremely curvy, overwhelmingly full-figured", "skeletal_frame": "medium frame, yet the size and width are so pronounced that it feels almost larger than life", "figure_silhouette": "hyper-exaggerated hourglass, with curves that seem impossibly dramatic and accentuated", "proportions": { "shoulders": "broad, powerfully wide with a strong, sharply defined slope that adds to the exaggerated proportions", "waist": "incredibly, unnaturally defined, pulled in to an extreme level, creating an almost impossible contrast to the hips", "hips": "massively wide and intensely rounded, their size and shape exaggerated beyond the typical hourglass form", "legs": "extraordinarily full, upper thighs that dramatically taper in an exaggerated way toward impossibly slender ankles" }, "mass_distribution": "overwhelmingly focused on the bust and hips, giving a massively disproportionate, almost exaggerated sense of fullness across the body", "height_estimate": "average height, but with the exaggerated proportions, it gives the illusion of someone much taller and even more striking in appearance" }, "chest_and_torso_contour": { "chest_volume": "immensely full, pushing the natural limits of volume and projection", "shape": "rounded, exaggeratedly full with a deeply pronounced natural contour that seems more than realistic", "projection": "extremely forward-projected, with the garment hugging the chest so tightly it appears even more pronounced", "separation": "hyper-visible, with an exaggerated moderate natural separation that cuts sharply into the neckline", "support_inference": "contoured so perfectly by the fitted garment that it creates an illusion of flawless structure, with no undergarment outlines visible, only smooth curves", "torso_behavior": "extremely stable during movement, with any minimal bounce making the curves even more exaggerated" } }"stillness_and_control": { "movement_quality": "controlled stride", "upper_body_stillness": "high relative stability", "core_engagement_inferred": "moderate, contributing to posture and balance", "pose_confidence": "high" } }, "appearance_details": { "face": { "shape": "oval", "skin_tone": "medium warm brown", "makeup": { "foundation": "even matte finish", "eyes": "defined eyeliner with subtle eyeshadow", "lips": "soft pink tone" } }, "hair": { "color": "black", "style": "center-parted, pulled back into low ponytail or bun", "texture": "straight", "flyaways": "minimal" }, "accessories": { "earrings": "small dangling earrings, metallic with light ornament", "bracelets": "thin bangles on wrist", "necklace": "none visible" } }, "clothing": { "outfit_type": "traditional South Asian salwar kameez", "kameez": { "color": "deep purple", "fit": "form-fitting, contour-following", "neckline": "wide scoop neckline", "sleeves": "long sleeves", "fabric": { "texture": "smooth, stretch knit appearance", "sheen": "low to moderate" } }, "salwar": { "color": "light lavender", "fit": "loose, draped", "fabric": { "texture": "soft and flowing", "opacity": "slightly translucent in highlights" } }, "dupatta": { "color": "sheer purple", "opacity": "semi-transparent", "drape": "loosely around shoulders, trailing behind", "motion": "gentle flow consistent with walking" }, "footwear": { "type": "flat sandals", "color": "neutral beige", "details": "decorative strap across toes" } }, "camera_and_composition": { "shot_type": "full-body portrait", "framing": "subject centered, head-to-toe visible", "camera_height": "approximately waist to chest level of subject", "angle": "slightly low angle", "lens_focal_length_equivalent": "35–50mm", "distortion": "minimal", "depth_of_field": { "level": "moderate", "background": "mostly in focus with slight separation" } }, "color_and_style": { "dominant_colors": [ "deep purple", "lavender", "warm brown", "neutral gray" ], "accent_colors": [ "blue background structure", "beige sandals" ], "saturation": "moderate", "style": "realistic, un-stylized photography", "editing": "minimal post-processing" }, "generation_constraints": { "maintain_realism": true, "avoid_exaggeration": [ "unnatural anatomy", "hyper-stylized proportions", "dramatic or cinematic lighting" ], "do_not_add": [ "additional people", "urban cityscape", "props not present in scene" ] }, "optional_variants": [ { "name": "softer portrait variant", "adjustments": { "depth_of_field": "slightly shallower", "background_blur": "increased subtly", "contrast": "slightly reduced" } } ] }