E-commerce Product Listing: Realistic UGC Dress Photo

{ "description": "Use the uploaded reference image as the STRICT clothing reference. Generate a full-body photo of a beautiful, fit white American woman with blonde hair, standing outdoors on a modern city sidewalk. She is wearing the EXACT same dress as shown in the reference image. Preserve all garment details precisely: same color, fabric, stitching, seams, fit, silhouette, length, and texture. Do NOT stylize, redesign, tighten, loosen, or reinterpret the clothing in any way.", "style": { "realism": "photorealistic", "aesthetic": "casual UGC lifestyle", "quality": "natural smartphone photo" }, "camera": { "device": "modern smartphone", "framing": "full body with extra space above the head and below the feet", "angle": "eye-level, natural perspective", "composition": "slightly handheld and candid", "imperfections": [ "mild lens softness", "subtle background blur", "natural framing inconsistencies" ] }, "lighting": { "type": "natural daylight", "condition": "soft, realistic outdoor light", "shadows": "clean and natural", "restriction": "no studio lighting, no flash, no dramatic contrast" }, "model": { "ethnicity": "white American", "hair": "blonde, natural texture, casually styled", "body_type": "fit and realistic", "skin": "visible natural skin texture with pores and faint freckles", "face": "soft facial features, fully human realism", "expression": "relaxed, natural, unposed", "makeup": "minimal or natural" }, "environment": { "location": "modern urban sidewalk", "background": [ "stylish café exterior", "modern building facade", "neutral-toned walls", "subtle street or café details" ], "vibe": "fashion-forward but realistic", "restriction": "no studio set, no luxury showroom, no artificial props" }, "depth_of_field": { "style": "smartphone-level", "focus": "sharp on clothing, gently softened background" }, "intent": { "use_case": [ "UGC fashion marketing", "realistic lifestyle imagery", "casual product showcase" ], "priority": [ "accurate clothing representation", "natural realism", "candid smartphone look" ] } }