AI image design: { "task": "Reference-guided maternity garment transfer and studio background replacement", "reference_image": "[At…

{ "task": "Reference-guided maternity garment transfer and studio background replacement", "reference_image": "[Attach the original maternity dress photograph]", "prompt": "Create a photorealistic maternity fashion product photograph using the attached image as the authoritative garment reference. Transfer the existing dress onto the specified pregnant tailor's dress form; do not create a similar dress, reinterpret the design, beautify it, or redesign it. Change only the original wearer or display form and the surrounding environment. Garment fidelity takes priority over styling and aesthetics. Follow the preservation, mannequin, background, lighting, and framing requirements below.", "garment_preservation": { "preserve": "Match the visible reference faithfully: hue, saturation, tonal relationships, fabric texture and weight, weave, sheen, transparency, print scale and placement, lace motifs, embroidery, embellishments, seams, neckline, bodice construction, waistline, sleeve cut and length, cuffs, hem, skirt volume, dress length, and any existing train.", "fit_and_drape": "Allow only the physically necessary changes in folds and tension caused by fitting the garment to the pregnant form. Preserve the garment's construction and overall silhouette. Fabric must respond naturally to gravity and belly volume, without stretching prints, melting lace, or distorting seams. Support the sleeves naturally without visible arms, hands, rods, or stuffing.", "uncertainty": "Do not invent decorative details or unseen garment construction. Keep the reference viewing angle where possible. If the hem or train is cropped out, preserve a comparable crop rather than inventing its appearance. Do not add a train if none is shown." }, "mannequin": { "type": "Classic vintage tailor's dress form with a realistic pregnant torso and softly rounded belly, standing upright and centered.", "finish": "Matte cream-ivory linen-covered body, gently rounded shoulder ends, and a small round natural-wood neck cap. No head, facial features, arms, hands, human skin, glossy plastic, or exaggerated anatomy.", "visibility": "The dress remains the visual focus. Show the form only where the garment naturally exposes it; do not alter the neckline or opacity to hide it. Keep any support discreet and mostly concealed by the garment." }, "background": "A plain warm off-white ivory fabric curtain with soft vertical folds and subtle vintage texture, clean and unpatterned. Matching ivory fabric continues onto the floor in gentle natural folds, creating visual continuity without a hard horizon line. No furniture, props, decorative architecture, or additional objects.", "lighting": "Large, soft, diffused daylight from slightly above and to one side; gentle fill, delicate contact shadows, and natural depth. Neutral white balance preserves garment color. Maintain separation between the dress and ivory backdrop without changing either color. No harsh shadows, clipped highlights, strong color casts, or artificial glow.", "composition": "Portrait framing, centered subject, straight verticals, realistic proportions, and minimal perspective distortion. Show the complete dress and existing train when supported by the reference, with modest breathing room. Preserve a cropped composition when required to avoid inventing missing garment details.", "output": { "aspect_ratio": "16:21", "orientation": "portrait", "style": "High-detail photorealistic product photography; crisp textile detail, natural tonal transitions, no CGI appearance." }, "negative_prompt": "human model, head, face, hair, arms, hands, exposed human skin, non-pregnant torso, oversized belly, glossy plastic mannequin, redesigned dress, altered neckline, missing sleeves, added sleeves, changed hem, invented train, changed color, incorrect print scale, misplaced pattern, missing embellishments, added decorations, warped seams, melted lace, floating fabric, artificial transparency, clutter, furniture, luxury interior, text, logo, watermark, harsh flash, yellow color cast, oversaturation, blur, excessive smoothing, CGI, illustration" }