
Generate a photorealistic image of a high-end industrial loft apartment. The space is characterized by high ceilings, exposed red brick walls with patches of plaster, and heavy black steel structural beams. Large, grid-paned factory windows allow light to pour across the polished concrete floor. The furnishings are modern and leather, contrasting with the rough industrial shell. The mood is urban and sophisticated.

Using the uploaded real subject as the visual baseline, create a full-body portrait with an independent, rebellious aesthetic and a vintage film texture. Embrace a 1990s point-and-shoot camera style, using direct flash, high-contrast lighting, retro color grading, and casual composition to convey a raw, authentic, and edgy “cool girl” atmosphere. Character Setup (Based on the real uploaded subject) Baseline: Use the real female subject as the foundation, preserving her facial features and body proportions. Hair: Thick, slightly messy long hair (color matching the uploaded subject). Outfit: Sporty black cropped top with white trim, paired with matching black shorts and white over-the-knee socks. Accessories: A silver bracelet worn on the wrist. Pose and Composition Pose: Sitting casually on an elevated dark wooden surface (such as a counter or piano top). The body leans forward slightly, relaxed but with a sharp edge. One hand is raised near the mouth, lightly biting a finger. The gaze is directed straight at the camera, with a sensual yet nonchalant expression. Composition: Full-body shot using a 35mm focal length, slightly low-angle perspective to emphasize leg lines. Medium-distance framing, appearing spontaneous yet visually balanced. Sharp focus on the subject, with the background falling off due to the rapid light decay of direct flash. Scene and Details Background: A white wall decorated with vintage posters taped onto it, along with brown wooden blinds. Foreground and Props: Include visible elements such as the neck of an electric guitar, a tin of cookies, and several bottles to enhance the lived-in, candid atmosphere. Lighting and Color Lighting: Simulate direct on-camera flash with hard lighting. The light should be harsh and frontal, casting sharp, well-defined shadows on the wall behind the subject. High contrast, with no soft lighting or diffusion. Color and Texture: Vintage film aesthetic, emulating Kodak Gold 200 tones. Warm hues from wooden blinds and furniture contrast with the cool white flash. Colors should be deep and slightly muted, with rich blacks and subtle film grain, creating a lo-fi indie visual style. Overall Mood and Style Style: Independent, rebellious “cool girl” aesthetic. Raw, authentic, with a Y2K-inspired retro fashion editorial vibe, resembling a snapshot. Mood: Casual, direct, with a hint of playful defiance. Technical Specifications and Constraints Image Quality: Photorealistic, but intentionally incorporating vintage film imperfections and direct-flash artifacts. Avoid: Soft lighting, studio lighting setups, shallow depth-of-field bokeh effects, polished studio portraits, skin smoothing, 3D-rendered looks, cartoon or illustration styles, distorted hands, missing guitar strings, floating objects, anatomical inaccuracies, stiff posing, excessive post-processing, and HDR effects.

[Core Visual Concept] Ultra-high-definition professional live-action character design sheet. Based on the character features from the reference image, create an industrial-grade visual reference set intended for big-screen film production. The overall style must be locked to photorealistic live-action photography, strictly prohibiting any anime or stylized rendering, targeting 8K cinematic-level detail fidelity. [Three Core Sections of the Design Sheet] 1. Standard Turnaround Sheet View Specifications: Includes full-body standing views of the character from three angles: front, profile (side), and back. Visual Alignment: All views must maintain perfectly consistent proportions, ensuring character height, facial feature placement, and clothing folds align precisely across angles. Background Setting: Clean industrial gray or neutral background with subtle physical shadows to enhance depth. 2. Expression Sheet Emotion Matrix: Showcase six fundamental emotional states under realistic lighting conditions: joy, sadness, anger, surprise, fear, and neutral. Facial Realism: Focus on capturing realistic facial muscle movement, including natural forehead lines, compression around the eyes, and dynamic lip changes, while preserving skin texture and pore-level detail. 3. Action Pose Sheet Typical Actions: Depict the character in representative cinematic motions, including running, jumping, laughing, and crying. Gravity and Dynamics: Emphasize the physical behavior of clothing under motion, including natural draping and tension in fabric, as well as accurate muscle engagement, creating an authentic captured-in-motion feel. [Character Attributes and Texture Constraints] Identity Consistency: Strictly replicate the facial features, skin tone, hair texture, and body proportions from the reference image. Prohibited Styles: Absolutely no cel-shading, exaggerated anime proportions, or flat color blocking. Lighting Quality: Use neutral global illumination to ensure consistent color and visible detail across all angles, suitable for 3D modeling reference. [Execution Instructions and Output Specifications] Composition: Clean and organized multi-panel layout. Image Quality: Ultra-high resolution, RAW photographic texture, 8K UHD.

CITY_NAME: Florence -- A hyper-detailed 3D layered paper cutting art diorama of [CITY_NAME]. The cityscape features iconic landmarks and recognizable architecture of the city looming in the background, rendered in pure white paper. Buildings and layers are adorned with intricate culturally relevant filigree pattern cutouts and traditional motifs suitable for the location. Characteristic local elements are in the foreground. The entire scene is illuminated by a **radiant, intense warm amber light source from within** the layers. The pure white paper acts as a diffuser, becoming **translucent and glowing brightly**, revealing all intricate details. **Subsurface scattering effect**, **golden hour atmosphere** against a pitch-black background. Miniature world, exquisite texture, 8k resolution. --ar 3:4

A cinematic outdoor photograph shows the person attached in the uploaded reference image (keep the face 100% accurate) standing on a quiet railway bridge during sunrise. Soft orange light hits their face. Fog moves slowly over the tracks below. They rest one hand on the railing and smile calmly at the camera while birds fly past in the distance. Aspect ratio 4:5

{ "project_specifications": { "format": "2x2 Grid Collage", "aspect_ratio": "4:5", "aesthetic_style": "High-end Beauty Editorial", "rendering_engine_hints": { "realism_level": "Ultra-photorealistic", "texture_quality": "8k", "lighting_simulation": "Ray-traced studio lighting" } }, "global_assets": { "subject_definition": { "hair": { "style": "Long, loosely wavy, voluminous", "texture": "Natural, individual strands defined", "behavior": "Messy but styled, framing face and shoulders" }, "complexion": { "skin_texture": "Porous, hyper-realistic", "finish": "Dewy, glass-skin effect", "makeup": { "cheeks": "Heavy flush/blush", "lips": "High-gloss, plump, natural pink", "eyes": "Clean, defined lashes, natural brows" } }, "wardrobe": { "item": "Mini dress", "fit": "Bodycon / Tight", "fabric": { "material": "Soft textured knit / Boucle", "tactility": "Fuzzy, light-catching fibers", "color": "Soft mauve or neutral taupe" }, "details": "Spaghetti straps, mid-thigh length" } }, "environment_definition": { "studio_setup": { "background": "Seamless paper, soft off-white/beige", "atmosphere": "Clean, warm, intimate" }, "lighting_rig": { "key_light": "Large diffuse softbox (Front-Left)", "fill_light": "Reflector (Right)", "highlights": "Specular highlights on lips, cheekbones, and shoulders" } } }, "panel_architecture": [ { "position": "Top-Left (1)", "shot_type": "Extreme Close-Up (Macro)", "composition": { "angle": "Low angle, looking up slightly", "focus": "Mouth and nose area", "depth_of_field": "Shallow" }, "action": { "primary": "Eating a strawberry", "nuance": "Delicate finger hold, lips slightly parted" }, "visual_anchors": [ "Moisture on strawberry surface", "Gloss reflection on lips", "Baby hairs at temple" ] }, { "position": "Top-Right (2)", "shot_type": "Medium Shot (Thigh-up)", "composition": { "angle": "Eye level", "pose_dynamic": "Leaning forward slightly towards lens" }, "action": { "stance": "Standing straight on", "arms": "Relaxed at sides", "expression": "Direct gaze, alluring pout" }, "visual_anchors": [ "Texture of knit dress", "Collarbone shadows", "Curvature of waist" ] }, { "position": "Bottom-Left (3)", "shot_type": "Full Body (Seated)", "composition": { "angle": "Side profile", "framing": "Subject compacted on floor" }, "action": { "pose": "Knees to chest (fetal position variation)", "interaction": "Cheek resting on knee, arms embracing legs", "hair_flow": "Cascading onto the floor" }, "visual_anchors": [ "Smooth leg definition", "Dress stretching over thigh", "Dreamy gaze" ] }, { "position": "Bottom-Right (4)", "shot_type": "Beauty Portrait (Head & Hands)", "composition": { "angle": "Frontal close-up", "framing": "Chin to hairline" }, "action": { "gesture": "Chin resting on interlaced fingers", "expression": "Soft smile, looking off-camera" }, "visual_anchors": [ "Hand detail and manicure", "Eye clarity", "Flush on cheeks" ] } ] }

Based on the uploaded reference image, generate an ultra-photorealistic studio fashion photograph in a minimalist high-fashion style. The image should be a full-body portrait, conveying confidence, sensuality, and elegance, with an emphasis on 8K resolution and highly realistic detail. Character Setup Identity Baseline: Strictly follow the facial features of the subject in the uploaded reference image, ensuring strong identity consistency. Present her as a young woman with a well-proportioned figure, graceful curves, toned legs, and a slender waist. Hair and Makeup: Deep black long hair, very long, loose and voluminous with slight waves, naturally falling along the back and sides, smooth and glossy in texture. Makeup is soft and alluring, with smooth radiant skin, full lips with nude gloss, defined eyeliner, clear eyelashes, and naturally shaped brows. Expression and Accessories: Gaze slightly directed toward the camera, expression confident, sensual, and relaxed. Wearing small gold hoop earrings, with no other accessories. Styling and Pose Outfit: A black stretch-fabric bodysuit with a minimalist sleeveless design, featuring an asymmetrical strap detail and a form-fitting cut. Pose: Kneeling on the floor with legs folded beneath the body, heels close to the hips. The torso is upright with a slight arch in the back. Both arms are raised, with hands crossed behind the head. The head tilts slightly backward and to one side. Photography and Lighting Composition: Full-body vertical composition with the subject centered. Shot from a three-quarter angle using an 85mm portrait lens, with shallow to medium depth of field and sharp focus on the subject. Background: Light neutral gray, smooth seamless studio backdrop, maintaining a minimalist environment. Lighting: Key light from the front-left using a softbox, with soft fill light from the front-right, and a very subtle rim light from behind. Natural, soft shadows should form beneath the body. Color Tone: Overall neutral tones, with soft highlights on the skin. Image Quality and Style Aim for ultra-realistic, high-detail 8K image quality. Skin and fabric textures must be rendered with extreme precision, achieving a true photographic realism consistent with top-tier high-fashion editorials.

{ "meta": { "title": "Heroic Dramatic Studio Portrait", "role": "World-class photographer specializing in editorial portraits", "aesthetic": "Dramatic, saturated studio lighting with a heroic feel" }, "constraints": { "identity_anchor": { "source": "ATTACHED REFERENCE PHOTO", "strictness": "Critical", "instruction": "Perfectly preserve exact facial features, skin tone, hairstyle, and natural likeness without changes." }, "clothing_anchor": { "source": "EXACTLY AS IN REFERENCE PHOTO", "strictness": "Critical", "instruction": "Style, color, material, and fit must fully correspond to the original without stylization." } }, "subject_details": { "expression": "Serious, tense, focused", "gaze": "Directed away from camera, into space above", "universality": "Lighting and angle applicable regardless of gender" }, "composition": { "background": "Saturated solid orange-red backdrop, smooth intense gradients, no patterns, 'hot' atmosphere", "camera_angle": "Low angle (shot from below upwards) to create dominance", "framing": "Medium close-up, emphasis on face and shoulders" }, "lighting": { "palette": "Dominant bright oranges and deep red shades", "key_light": "Strong directional source, deep dramatic shadows (chiaroscuro), emphasizing facial structure", "backlight": "Powerful expressive rim light or color halo separating subject from background", "mood": "Mysterious, tense, high-contrast" }, "technical_specs": { "style": "Photorealism, high detail", "focus": "Sharp focus on face vs smooth gradient background", "texture_quality": "Preserve natural pores and skin texture" }, "combined_prompt_text": "World-class editorial portrait, dramatic studio lighting, heroic feel. [REFERENCE PHOTO IDENTITY PRESERVED]: Exact facial features, skin tone, hairstyle. [CLOTHING EXACT MATCH]: No changes to fit or material. Expression: serious, tense, focused, looking up and away. Background: Saturated solid orange-red, smooth intense gradients, hot atmosphere. Camera Angle: Low angle shot from below for dominance. Framing: Medium close-up. Lighting: Bright orange and deep red palette, strong directional chiaroscuro key light, powerful rim light separating subject from background. Technical: Photorealistic, high detail, sharp focus on face, natural skin texture and pores." }