Fashion Image Editing

Fashion image editing leverages artificial intelligence to modify clothing and apparel in images, aiming to streamline fashion design and enhance user experience. Current research heavily utilizes diffusion models, often incorporating multimodal inputs like text descriptions, sketches, and pose estimations, to achieve realistic and controllable edits. These advancements are improving the efficiency of fashion design workflows and enabling personalized clothing creation, impacting both the creative process and consumer interaction with fashion. Furthermore, the field is actively addressing challenges such as preserving fine details and handling diverse clothing styles and backgrounds.