Virtual Try-On

Virtual try-on generates a photorealistic image of a specific person wearing a specific garment, combining a photo of the customer (or a model) with a product image so the clothing drapes, folds, and fits naturally on their body. Modern versions use diffusion models that preserve the garment's texture, pattern, and logo while adapting it to pose and body shape — a step beyond naive image overlays. For e-commerce and fashion SaaS builders, it's a conversion and returns-reduction play: shoppers who see themselves in an item buy more confidently and send back less. The same pipeline powers on-model product photography, letting a brand show one garment on many body types without a photoshoot. Practical notes: quality drops with unusual poses, layered outfits, and fine details like jewelry or sheer fabrics, so keep a human review path for catalog use. Watch consent and likeness rights when users upload their own photos, and confirm the vendor's terms for commercial catalog output.