E-commerce Fitting Image: Flat-Lay Garment to Model Try-On

Centered on the fashn-tryon-v1.6 image-to-image virtual try-on, this demonstrates how to combine one studio portrait of a person with one flat-lay product photo of a garment to composite a model try-on image ready for use on a product detail page. The person image uses a clean light gray background, a front-facing upright standing pose, and soft, even lighting to reduce parsing ambiguity; the garment image is shot flat-lay, preserving the full silhouette, pattern, and fabric texture. In base, mode=quality and output_format=png are fixed to achieve higher detail fidelity, garment_photo_type is set to flat-lay, category is set to tops to match the knitwear category, and segmentation_free is left at its default. It is suitable for apparel e-commerce detail page main images, outfit showcases, and visual validation during the sampling stage, and also makes it easy to reproduce results by seed in batch production.