Dress Changer Photo Editor

The dress changer photo editor accepts a portrait and a target dress style to generate a synthetic image that places the chosen garment on the subject. It enables rapid styling previews for catalogs, lookbooks, and social content without reshooting. The core workflow relies on garment segmentation, silhouette alignment, and color/shadow adaptation to maintain realism. By modeling lighting direction, folds, and edge transitions, the edited image blends with the original scene. This yields a high-fidelity visualization suitable for client reviews, marketing assets, and influencer planning. The tool differentiates itself through pose-aware fitting, multiple fabric options, and batch-ready exports, enabling automated workflows via API for larger catalogs. Typical use cases include fashion photography, retailer lookbooks, and influencer content planning. It complements manual retouching by handling the garment overlay while leaving skin and background largely untouched.