A photorealistic fashion upper body shot of [Character Description and expression] wearing [Detailed Outfit Description]. The subject is framed inside a central white Instagram-style post border. Composition & Spacing: The white frame is perfectly centered in the middle of the image, leaving balanced empty [Soft Background Color matching the outfit] space above and below the frame to match the theme. Frame Details: The top, left, and right white borders are very thin. The bottom white section is thicker to include UI elements. The bottom section features a red heart icon, comment bubble, share icon, and bookmark icon. Text Details: Clearly visible text on the bottom panel: "[Number] likes", username "[Username]", caption "[Caption text]... more", and below that, "View all comments". 3D Pop-Out Effect & Hand Pose: [CHOOSE ONE OF THE FOLLOWING ACTIONS OR DESCRIBE YOUR OWN ACTION:] 1. (Grip): head and arms are physically popping out OVER the top and side thin borders. hands are realistically gripping the outer edges of the thin side borders, appearing to hold the frame firmly. 2. (Kiss): Her body is leaning forward towards the camera, creating a strong sense of depth. Her head remains securely framed WITHIN the top thin white border. Only her right hand, raised near her mouth in a blowing-kiss gesture, physically extends forward and breaks OUT of the thin side frame boundary. Her left hand realistically grips the side edge. 3. (Resting): She is looking directly at the camera with a gentle smile. Her head and shoulders physically pop out OVER the top thin white border. Crucially, her hands are realistically resting comfortably on top of the thicker bottom white UI panel, appearing to lean casually on the frame edge. 4. (Dynamic Frame): Her upper body and head remain secure WITHIN the boundaries of the white frame. However, both of her arms are fully extended outward dynamically, breaking past the thin borders up to her elbows, reaching straight toward the camera lens. She forms a distinct “L” shape with both hands, as if framing a scene. Due to perspective, her hands are positioned significantly closer to the camera than her face, showing strong spatial depth. Subject Dimensionality & Texture: The subject must look like a solid, three-dimensional figure, not flat. Emphasize the detailed texture of the [Specific Fabric Name from outfit description], the contours of the face, and realistic hair details. She should have distinct depth separating her from the flat [Background Color] background. Lighting & Shadows: Professional studio lighting creating soft, realistic drop shadows cast by the physical frame and, crucially, by the [popping-out elements, e.g., hands/head/arms] onto the solid flat [Background Color] background, enhancing the dramatic depth and illusion. High definition, commercial photography.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
A photorealistic fashion upper body shot of [Character Description and expression] wearing [Detailed Outfit Description]. The subject is framed inside a central white Instagram-style post border. Composition & Spacing: The white frame is perfectly centered in the middle of the image, leaving balanced empty [Soft Background Color matching the outfit] space above and below the frame to match the theme. Frame Details: The top, left, and right white borders are very thin. The bottom white section is thicker to include UI elements. The bottom section features a red heart icon, comment bubble, share icon, and bookmark icon. Text Details: Clearly visible text on the bottom panel: "[Number] likes", username "[Username]", caption "[Caption text]... more", and below that, "View all comments". 3D Pop-Out Effect & Hand Pose: [CHOOSE ONE OF THE FOLLOWING ACTIONS OR DESCRIBE YOUR OWN ACTION:] 1. (Grip): head and arms are physically popping out OVER the top and side thin borders. hands are realistically gripping the outer edges of the thin side borders, appearing to hold the frame firmly. 2. (Kiss): Her body is leaning forward towards the camera, creating a strong sense of depth. Her head remains securely framed WITHIN the top thin white border. Only her right hand, raised near her mouth in a blowing-kiss gesture, physically extends forward and breaks OUT of the thin side frame boundary. Her left hand realistically grips the side edge. 3. (Resting): She is looking directly at the camera with a gentle smile. Her head and shoulders physically pop out OVER the top thin white border. Crucially, her hands are realistically resting comfortably on top of the thicker bottom white UI panel, appearing to lean casually on the frame edge. 4. (Dynamic Frame): Her upper body and head remain secure WITHIN the boundaries of the white frame. However, both of her arms are fully extended outward dynamically, breaking past the thin borders up to her elbows, reaching straight toward the camera lens. She forms a distinct “L” shape with both hands, as if framing a scene. Due to perspective, her hands are positioned significantly closer to the camera than her face, showing strong spatial depth. Subject Dimensionality & Texture: The subject must look like a solid, three-dimensional figure, not flat. Emphasize the detailed texture of the [Specific Fabric Name from outfit description], the contours of the face, and realistic hair details. She should have distinct depth separating her from the flat [Background Color] background. Lighting & Shadows: Professional studio lighting creating soft, realistic drop shadows cast by the physical frame and, crucially, by the [popping-out elements, e.g., hands/head/arms] onto the solid flat [Background Color] background, enhancing the dramatic depth and illusion. High definition, commercial photography.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
A photorealistic fashion upper body shot of [Character Description and expression] wearing [Detailed Outfit Description]. The subject is framed inside a central white Instagram-style post border. Composition & Spacing: The white frame is perfectly centered in the middle of the image, leaving balanced empty [Soft Background Color matching the outfit] space above and below the frame to match the theme. Frame Details: The top, left, and right white borders are very thin. The bottom white section is thicker to include UI elements. The bottom section features a red heart icon, comment bubble, share icon, and bookmark icon. Text Details: Clearly visible text on the bottom panel: "[Number] likes", username "[Username]", caption "[Caption text]... more", and below that, "View all comments". 3D Pop-Out Effect & Hand Pose: [CHOOSE ONE OF THE FOLLOWING ACTIONS OR DESCRIBE YOUR OWN ACTION:] 1. (Grip): head and arms are physically popping out OVER the top and side thin borders. hands are realistically gripping the outer edges of the thin side borders, appearing to hold the frame firmly. 2. (Kiss): Her body is leaning forward towards the camera, creating a strong sense of depth. Her head remains securely framed WITHIN the top thin white border. Only her right hand, raised near her mouth in a blowing-kiss gesture, physically extends forward and breaks OUT of the thin side frame boundary. Her left hand realistically grips the side edge. 3. (Resting): She is looking directly at the camera with a gentle smile. Her head and shoulders physically pop out OVER the top thin white border. Crucially, her hands are realistically resting comfortably on top of the thicker bottom white UI panel, appearing to lean casually on the frame edge. 4. (Dynamic Frame): Her upper body and head remain secure WITHIN the boundaries of the white frame. However, both of her arms are fully extended outward dynamically, breaking past the thin borders up to her elbows, reaching straight toward the camera lens. She forms a distinct “L” shape with both hands, as if framing a scene. Due to perspective, her hands are positioned significantly closer to the camera than her face, showing strong spatial depth. Subject Dimensionality & Texture: The subject must look like a solid, three-dimensional figure, not flat. Emphasize the detailed texture of the [Specific Fabric Name from outfit description], the contours of the face, and realistic hair details. She should have distinct depth separating her from the flat [Background Color] background. Lighting & Shadows: Professional studio lighting creating soft, realistic drop shadows cast by the physical frame and, crucially, by the [popping-out elements, e.g., hands/head/arms] onto the solid flat [Background Color] background, enhancing the dramatic depth and illusion. High definition, commercial photography.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
A photorealistic fashion upper body shot of [Character Description and expression] wearing [Detailed Outfit Description]. The subject is framed inside a central white Instagram-style post border. Composition & Spacing: The white frame is perfectly centered in the middle of the image, leaving balanced empty [Soft Background Color matching the outfit] space above and below the frame to match the theme. Frame Details: The top, left, and right white borders are very thin. The bottom white section is thicker to include UI elements. The bottom section features a red heart icon, comment bubble, share icon, and bookmark icon. Text Details: Clearly visible text on the bottom panel: "[Number] likes", username "[Username]", caption "[Caption text]... more", and below that, "View all comments". 3D Pop-Out Effect & Hand Pose: [CHOOSE ONE OF THE FOLLOWING ACTIONS OR DESCRIBE YOUR OWN ACTION:] 1. (Grip): head and arms are physically popping out OVER the top and side thin borders. hands are realistically gripping the outer edges of the thin side borders, appearing to hold the frame firmly. 2. (Kiss): Her body is leaning forward towards the camera, creating a strong sense of depth. Her head remains securely framed WITHIN the top thin white border. Only her right hand, raised near her mouth in a blowing-kiss gesture, physically extends forward and breaks OUT of the thin side frame boundary. Her left hand realistically grips the side edge. 3. (Resting): She is looking directly at the camera with a gentle smile. Her head and shoulders physically pop out OVER the top thin white border. Crucially, her hands are realistically resting comfortably on top of the thicker bottom white UI panel, appearing to lean casually on the frame edge. 4. (Dynamic Frame): Her upper body and head remain secure WITHIN the boundaries of the white frame. However, both of her arms are fully extended outward dynamically, breaking past the thin borders up to her elbows, reaching straight toward the camera lens. She forms a distinct “L” shape with both hands, as if framing a scene. Due to perspective, her hands are positioned significantly closer to the camera than her face, showing strong spatial depth. Subject Dimensionality & Texture: The subject must look like a solid, three-dimensional figure, not flat. Emphasize the detailed texture of the [Specific Fabric Name from outfit description], the contours of the face, and realistic hair details. She should have distinct depth separating her from the flat [Background Color] background. Lighting & Shadows: Professional studio lighting creating soft, realistic drop shadows cast by the physical frame and, crucially, by the [popping-out elements, e.g., hands/head/arms] onto the solid flat [Background Color] background, enhancing the dramatic depth and illusion. High definition, commercial photography.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }
A photorealistic fashion upper body shot of [Character Description and expression] wearing [Detailed Outfit Description]. The subject is framed inside a central white Instagram-style post border. Composition & Spacing: The white frame is perfectly centered in the middle of the image, leaving balanced empty [Soft Background Color matching the outfit] space above and below the frame to match the theme. Frame Details: The top, left, and right white borders are very thin. The bottom white section is thicker to include UI elements. The bottom section features a red heart icon, comment bubble, share icon, and bookmark icon. Text Details: Clearly visible text on the bottom panel: "[Number] likes", username "[Username]", caption "[Caption text]... more", and below that, "View all comments". 3D Pop-Out Effect & Hand Pose: [CHOOSE ONE OF THE FOLLOWING ACTIONS OR DESCRIBE YOUR OWN ACTION:] 1. (Grip): head and arms are physically popping out OVER the top and side thin borders. hands are realistically gripping the outer edges of the thin side borders, appearing to hold the frame firmly. 2. (Kiss): Her body is leaning forward towards the camera, creating a strong sense of depth. Her head remains securely framed WITHIN the top thin white border. Only her right hand, raised near her mouth in a blowing-kiss gesture, physically extends forward and breaks OUT of the thin side frame boundary. Her left hand realistically grips the side edge. 3. (Resting): She is looking directly at the camera with a gentle smile. Her head and shoulders physically pop out OVER the top thin white border. Crucially, her hands are realistically resting comfortably on top of the thicker bottom white UI panel, appearing to lean casually on the frame edge. 4. (Dynamic Frame): Her upper body and head remain secure WITHIN the boundaries of the white frame. However, both of her arms are fully extended outward dynamically, breaking past the thin borders up to her elbows, reaching straight toward the camera lens. She forms a distinct “L” shape with both hands, as if framing a scene. Due to perspective, her hands are positioned significantly closer to the camera than her face, showing strong spatial depth. Subject Dimensionality & Texture: The subject must look like a solid, three-dimensional figure, not flat. Emphasize the detailed texture of the [Specific Fabric Name from outfit description], the contours of the face, and realistic hair details. She should have distinct depth separating her from the flat [Background Color] background. Lighting & Shadows: Professional studio lighting creating soft, realistic drop shadows cast by the physical frame and, crucially, by the [popping-out elements, e.g., hands/head/arms] onto the solid flat [Background Color] background, enhancing the dramatic depth and illusion. High definition, commercial photography.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
Ugly, grain, low res, blurry, cartoon, anime, picture frame, frame, 2 heads, 2 faces, cropped image, out of frame, deformed hands, twisted fingers, double image, malformed hands, multiple heads, extra limb, poorly drawn hands, missing limb, disfigured, cut off, bad anatomy, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, mutilated, mangled, extra fingers, missing arms, cloned face.
A photorealistic fashion upper body shot of [Character Description and expression] wearing [Detailed Outfit Description]. The subject is framed inside a central white Instagram-style post border. Composition & Spacing: The white frame is perfectly centered in the middle of the image, leaving balanced empty [Soft Background Color matching the outfit] space above and below the frame to match the theme. Frame Details: The top, left, and right white borders are very thin. The bottom white section is thicker to include UI elements. The bottom section features a red heart icon, comment bubble, share icon, and bookmark icon. Text Details: Clearly visible text on the bottom panel: "[Number] likes", username "[Username]", caption "[Caption text]... more", and below that, "View all comments". 3D Pop-Out Effect & Hand Pose: [CHOOSE ONE OF THE FOLLOWING ACTIONS OR DESCRIBE YOUR OWN ACTION:] 1. (Grip): head and arms are physically popping out OVER the top and side thin borders. hands are realistically gripping the outer edges of the thin side borders, appearing to hold the frame firmly. 2. (Kiss): Her body is leaning forward towards the camera, creating a strong sense of depth. Her head remains securely framed WITHIN the top thin white border. Only her right hand, raised near her mouth in a blowing-kiss gesture, physically extends forward and breaks OUT of the thin side frame boundary. Her left hand realistically grips the side edge. 3. (Resting): She is looking directly at the camera with a gentle smile. Her head and shoulders physically pop out OVER the top thin white border. Crucially, her hands are realistically resting comfortably on top of the thicker bottom white UI panel, appearing to lean casually on the frame edge. 4. (Dynamic Frame): Her upper body and head remain secure WITHIN the boundaries of the white frame. However, both of her arms are fully extended outward dynamically, breaking past the thin borders up to her elbows, reaching straight toward the camera lens. She forms a distinct “L” shape with both hands, as if framing a scene. Due to perspective, her hands are positioned significantly closer to the camera than her face, showing strong spatial depth. Subject Dimensionality & Texture: The subject must look like a solid, three-dimensional figure, not flat. Emphasize the detailed texture of the [Specific Fabric Name from outfit description], the contours of the face, and realistic hair details. She should have distinct depth separating her from the flat [Background Color] background. Lighting & Shadows: Professional studio lighting creating soft, realistic drop shadows cast by the physical frame and, crucially, by the [popping-out elements, e.g., hands/head/arms] onto the solid flat [Background Color] background, enhancing the dramatic depth and illusion. High definition, commercial photography.
{ "subject": { "description": "Young woman with a fair, sunlit complexion and long, voluminous blonde hair styled in loose waves with a soft middle part. Her facial features include full lips with a glossy finish, softly arched eyebrows, and light-colored eyes. Her physique is curvy with a pronounced hourglass silhouette, featuring a narrow waist, wide hips, and a full bust with natural forward projection and soft-tissue behavior. Skin appears smooth with subtle natural texture and warm highlights from direct sunlight.", "attire": "Dark charcoal or black one-piece bodysuit with a high-cut design and side cutouts exposing the waist and lower back. The fabric is smooth and slightly matte with gentle stretch, conforming closely to body contours.", "anatomical_fidelity": "Maintain accurate proportional balance between bust, waist, and hips. Preserve natural soft tissue distribution, especially in hips and thighs, without artificial reshaping or compression. Ensure realistic posture-driven tension across the torso and lower body." }, "pose": { "description": "Standing with her back angled toward the camera, torso twisted to reveal both her back and partial frontal profile. Her hips are pushed slightly backward, emphasizing curvature. One arm is raised with the hand resting on or near her head, while the other arm is relaxed out of frame. Her head is turned toward the camera with a direct, slightly sultry gaze. Spine shows a pronounced natural curve due to the hip shift and twist.", "weight_distribution": "Weight is primarily on the back leg, with the front leg slightly relaxed. This creates a strong hip emphasis and asymmetry through the lower body." }, "environment": { "setting": "Modern indoor living space with minimal decor.", "background": "Clean white walls with a large flat-screen television mounted behind the subject. Subtle reflections on the screen indicate daylight entering from a nearby window. Light wooden flooring visible at the bottom edge.", "foreground": "Strong sunlight casting defined geometric shadows across the subject’s lower body, likely from a window frame or camera rig." }, "camera": { "shot_type": "Medium-full shot", "framing": "Vertical composition capturing from upper head to upper thighs, with emphasis on the hip and torso region.", "perspective": "Slight low to mid-level angle enhancing depth and curvature. Close proximity increases three-dimensional presence.", "lens_characteristics": "Standard focal length (approximately 35mm to 50mm) with mild perspective emphasis, no extreme distortion." }, "lighting": { "type": "Direct natural sunlight", "sources": "Strong sunlight entering from the left side of the frame.", "direction": "Side lighting from camera-left, creating bright highlights on the left side of the body and deeper shadows on the right.", "effects": "High contrast lighting with sharp-edged shadows cast across the hips and thighs. Warm golden tones dominate, with visible light falloff and strong highlight definition on skin." }, "mood_and_expression": { "expression": "Confident and slightly sultry, with relaxed lips and a steady gaze directed toward the camera.", "atmosphere": "Bold, modern, and visually striking due to the interplay of light and shadow." }, "style_and_realism": { "category": "Photorealistic", "details": "High-fidelity skin rendering with visible tonal variation and natural sheen. Realistic fabric stretch and contouring. No artificial smoothing or stylization." }, "colors_and_tone": { "color_palette": "Warm golden skin tones contrasted with dark neutral clothing and clean white background. Subtle reflections in the black TV surface.", "contrast": "High contrast with strong highlights and deep shadows. Warm color temperature throughout." }, "quality_and_technical_details": { "resolution": "8k ultra high-definition", "details": "Sharp focus on subject with crisp edge definition. Fine detail in hair strands, skin texture, and shadow edges.", "dynamic_range": "High dynamic range preserving highlight detail in sunlit areas while maintaining shadow depth." }, "aspect_ratio_and_output": { "ratio": "3:4" }, "controlnet": { "pose_control": { "model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": [ "preserve hip-backward posture", "preserve torso twist", "preserve raised arm position", "preserve head turn toward camera" ], "recommended_weight": 1.0 }, "depth_control": { "model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": [ "maintain strong foreground-to-background separation", "preserve body curvature depth", "retain shadow depth and placement", "prevent flattening of form" ], "recommended_weight": 0.85 } }, "negative_prompt": { "forbidden_elements": [ "anatomy normalization", "body proportion averaging", "reduced curves", "flattened hips or chest", "artificial reshaping", "incorrect shadow direction", "soft or diffused shadows inconsistent with sunlight", "overexposed highlights", "loss of skin detail", "lens distortion", "wide-angle exaggeration", "depth flattening", "background clutter", "inconsistent reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions" ] } }