Fashn

Fashn specializes in virtual try-on: given a photo of a garment and a photo of a person, it generates a realistic composite showing how the item would actually look worn, preserving fabric texture, drape, and fit rather than just pasting the garment on top. E-commerce teams use its API to power try-on features on product pages, letting shoppers see items on a model or even on their own photo, which has been shown to reduce return rates when implemented well. Marketing teams also use it to quickly generate on-model shots from existing flat-lay inventory without a studio shoot. Quality depends on clean, well-lit source images on both sides.