Development of a Virtual Fitting Room Integrating Computer Vision, Artificial Intelligence and Virtual Reality Technologies

This article presents a virtual fitting room system that improves customer experience by providing personalized image-based recommendations. The prototype designed takes a step forward in the state of the art by contemplating the creation of a customizable avatar based on the user's biometric characteristics and clothing style. Facial recognition models were implemented to predict gender and age, and segmentation and classification techniques are used to extract characteristics from the clothing the user is wearing. The work describes the progress and experiences in the development of some prototype modules and the possible methodologies that are being evaluated to develop a real-time web-based adaptation experience to represent the user's appearance and simulate a combination of multiple garments.