Reference-based Photo Editing For Candid Night Scene

{ "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-", "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":, Eye-level intimate portrait with shallow depth of field, captured on Nikon Z9 with NIKKOR Z 58mm f/0.95 S Noct lens, Vibrant cinematic dual-tone lighting (neon cyan key + magenta rim edge), authentic skin micro-textures, true-to-life surface physics, 8K ultra-detailed editorial photography --ar 16:9 --v 6.1 --style raw