This research presents ‘Mobile Fitting Room’, an innovative on-device system for virtual try-on experiences. It uses diffusion models to overcome the challenges of traditional try-on methods adapting to different backgrounds, poses, and subjects. The system addresses technical issues such as high-quality garment placement and model compression for mobile devices. It also features an interface design that prioritizes privacy preservation and user customization. The tool provides a seamless, interactive virtual try-on experience for customers, serving as a valuable resource for fashion e-commerce businesses.
Publication date: 2 Feb 2024
Project Page: https://doi.org/10.1145/nnnnnnn.nnnnnnn
Paper: https://arxiv.org/pdf/2402.01877
