Flat lay to model. Use the uploaded flat-lay clothing image as the exact garment reference and transform the clothing into a realistic outfit worn by a full-body fashion model. Preserve the original garment design, fabric, color, texture, stitching, collar, cuffs, pockets, buttons, waistband, drawstrings, proportions, and all visible details with high accuracy. The clothes should fit naturally on the body with realistic folds, draping, tension, and fabric volume. Model standing casually with hands in pockets, relaxed confident pose, clean white sneakers, neutral expression. Minimal professional photo studio, seamless warm-gray backdrop, softbox lighting, subtle floor shadows, premium e-commerce fashion campaign, realistic skin and anatomy, 50mm lens, crisp details, photorealistic. No flat-lay clothes, no comparison layout, no text, final model image only.

Flat lay to model. Convert the uploaded flat-lay outfit into a complete realistic look worn naturally by a fashion model, using the source clothing as the exact product reference. Maintain the garment’s original colors, patterns, materials, silhouette, length, layering, seams, closures, and accessories without redesigning them. Create realistic body-fitting behavior, natural wrinkles, fabric weight, sleeve folds, and movement. Place the model in a stylish lifestyle environment that complements the outfit—modern city street, minimalist architecture, or soft outdoor setting—with a relaxed editorial pose and natural expression. Soft cinematic daylight, shallow depth of field, realistic shadows, premium catalog photography, contemporary fashion campaign aesthetic, full-body composition, highly detailed, photorealistic. No floating garments, no product cutouts, no before-and-after graphics, final dressed-model image only.

Flat lay to model. Transform the uploaded flat-lay clothing into a realistic complete outfit worn by a full-body fashion model. Use the source image as the exact garment reference and preserve the original color, fabric texture, cut, stitching, buttons, zippers, pockets, collar, cuffs, waistband, drawstrings, patterns, and proportions. The garments should fit naturally with realistic folds, drape, tension, and fabric thickness. Model standing in a relaxed three-quarter pose, one hand in pocket, neutral confident expression, simple clean footwear. Bright professional studio, soft beige-gray seamless background, diffused softbox lighting, subtle floor shadow, premium fashion e-commerce photography, realistic anatomy and skin, sharp garment details, natural proportions, photorealistic. No flat-lay items, no text, no collage, final dressed-model image only.

Flat lay to model. Convert the uploaded flat-lay outfit into a realistic fashion model wearing the exact same garments. Accurately retain all original clothing details, including material, color, silhouette, fit, length, seams, prints, buttons, pockets, trims, and accessories. Do not redesign or add unnecessary elements. Create natural fabric behavior around the shoulders, waist, elbows, knees, and legs, with realistic wrinkles and movement. Full-body model in a relaxed walking or standing pose, contemporary styling, natural facial expression. Minimal modern interior or clean urban architecture in the background, soft daylight, neutral color palette, shallow depth of field, subtle realistic shadows, premium catalog and lifestyle campaign aesthetic, highly detailed, photorealistic. No product cutouts, no before-and-after layout, final model image only.