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1/2also works with GPT Image 1.5 too.left - without realistic promptright - with realistic promptprompt: A fashion model wearing cool clothes is standing near a supermarket https://t.co/Ipmcme1vXB
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1/2{
"task": "photo_editing",
"instruction": "Replicate the exact appearance of the person from the reference image—including their face, hair, and the specific clothing they are wearing. Place this person into the pose and setting described below. The subject should be performing the actions (sitting, using phone, holding drink) while maintaining their visual identity and attire from the reference photo.",
"photo_style": {
"type": "candid_smartphone_photo",
"aspect_ratio": "3:4",
"time": "night",
"device": "low-end Android phone",
"shooting_style": "handheld, rushed, imperfect",
"quality": "realistic, unpolished"
},
"subject": {
"appearance_reference": "EXACT match of the person's face, features, and hair from reference image",
"vibe": [
"girl-next-door",
"young",
"fresh",
"everyday",
"not model-like",
"not glamorous",
"not influencer",
"not styled"
]
},
"pose_and_action": {
"seating": "sitting casually at a café table",
"moment": "unplanned, unposed",
"hands": {
"one_hand": "holding a glass of drink",
"other_hand": "using phone"
},
"attention": "focused on her phone, unaware of camera (candid)"
},
"clothing_and_appearance": {
"attire": {
"requirement": "MUST be an exact replica of the clothing (style, color, material) worn in the reference image",
"fit": "retained from reference but adapted to the sitting pose"
},
"hair": {
"style": "matches reference image",
"detail": "flowing naturally in the night breeze"
},
"skin": {
"look": "matches reference image",
"restrictions": [
"no beauty filter",
"no retouching",
"no AI-polished skin"
]
}
},
"camera_angle_and_framing": {
"angle": "slightly from the side and slightly behind",
"perspective": "authentic candid",
"framing": "medium-wide",
"visibility": "upper body and part of table visible"
},
"lighting": {
"type": "harsh and imperfect",
"sources": [
"rooftop café lights",
"city street lights"
],
"effects": [
"uneven exposure",
"blown highlights",
"deep shadows",
"imperfect white balance"
]
},
"focus_and_quality": {
"focus": "slightly more on subject",
"background_blur": "soft blur due to low light and camera limitations",
"artifacts": [
"visible digital noise",
"grain",
"slight motion blur",
"imperfect focus accuracy"
]
},
"background": {
"location": "Jakarta rooftop café",
"elements": [
"tables",
"railing",
"other people casually visible",
"distant Jakarta buildings",
"city lights"
]
},
"objects": {
"table_items": [
"iPhone 17 Pro Max (being used by subject)",
"part of a woman’s handbag"
],
"accessories": {
"requirement": "Match any jewelry, watches, or accessories from the reference image"
}
},
"overall_feeling": [
"authentic",
"realistic",
"taken by her boyfriend",
"unstaged lifestyle photo",
"night life in Jakarta"
]
}
1/2{
"project_metadata": {
"version": "2.0",
"target_quality": "Hyper-Realistic / Photogrammetric",
"aspect_ratio": "3:4",
"reference_parameters": {
"identity_preservation": "High (Strictly maintain facial geometry and hairstyle from reference image)",
"facial_integrity": "Unmodified facial features, zero distortion"
}
},
"subject_details": {
"human_attributes": {
"physique": "Curvy, well-defined silhouette",
"skin_texture": "Pore-level detail, natural skin sheen, realistic subsurface scattering",
"gaze": "Direct eye contact with camera, engaging and confident expression"
},
"hair_specification": {
"style": "Exact match to attached photo",
"texture": "Fine strands, realistic sheen, high-fidelity fiber rendering",
"interaction": "Naturally draped based on the seated pose"
},
"pose_composition": {
"action": "Seated on a minimalist surface",
"orientation": "Torso leaning slightly forward toward the lens",
"lower_body": "Legs crossed and elevated/raised to foreground",
"focal_emphasis": "Emphasis on leg length and high-heeled footwear"
}
},
"wardrobe_and_styling": {
"primary_garment": {
"item": "Minidress",
"color": "Ivory / Off-white",
"material": "Silk or satin base with intricate lace overlay",
"design_elements": [
"Delicate spaghetti straps",
"Subtle 3D floral embroidery",
"Fine lace scalloped edges",
"Form-fitting curvy silhouette"
]
},
"footwear": {
"type": "Stiletto high-heeled sandals",
"finish": "Metallic gold, reflective",
"fastening": "Delicate ankle straps with micro-buckle detail",
"presentation": "Polished, catching the studio light"
},
"accessories": {
"earrings": "Small minimalist gold studs or hoops",
"jewelry_tone": "Warm metallic gold"
}
},
"environment_and_lighting": {
"setting": "High-end minimalist studio or neutral architectural background",
"lighting_setup": {
"primary": "Softbox key light for even skin tones",
"secondary": "Subtle rim lighting to define the body curves and hair texture",
"ambience": "Clean, sophisticated, high-fashion editorial aesthetic"
},
"color_palette": [
"Ivory",
"Warm Gold",
"Neutral Skin Tones",
"Soft Muted Background"
]
},
"technical_render_specs": {
"camera": {
"lens": "85mm prime lens (portrait specialty)",
"aperture": "f/2.8 for sharp subject focus and soft background blur",
"sensor": "Full-frame CMOS",
"shot_type": "Full body / Medium shot"
},
"resolution_quality": [
"8k UHD",
"Highly detailed textures",
"Ray-traced reflections on metallic surfaces",
"Masterpiece quality"
]
}
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