DressWiz: Virtual Try-on for Dresses using Computer Vision and 3D Modeling

Abstract

The apparel industry currently plays a significant role in the national economy as a dynamic and impactful force. In response to the persistent demand for clothing, physical and online shopping methods have recently emerged to cater to diverse customer needs. During the recent pandemic season online shopping notably became popular. However online shopping presents several drawbacks. One of the significant drawbacks is fitting issues like size and color mismatches when purchasing clothes online. In a technology-driven era, introducing a digital platform to address these fitting issues in online shopping offers an innovative solution to the traditional approach of fitting clothes. The application aims to provide an opportunity for clients to try clothes on an online platform which reduces time wastage, clothing mismatches, and less user satisfaction. A 3D model is used in the application with skin color detection and suggesting matching cloth colors to the user considering the skin tone to showcase the virtual dressing experiences.