DEEP LEARNING MEETS FASHION A LOOK INTO VIRTUAL TRY ON SOLUTIONS
Fashion is one of the major industries contributing to economic growth around the world. E commerce occupies a big part in the industry's revenue as it offers more options in terms of style, price range, and location, and makes shopping more convenient. However, customers often remain hesitant to purchase clothing to avoid fit issues. And if they end up buying, a lot of them return said items because they do not fit as expected. This capstone project aims to investigate 3D human and garment reconstruction models in order to design a 3D virtual try on solution. The solution would reconstruct a realistic 3D avatar of the user and dress it thus predicting the fit of clothing on users virtually. It would also give recommendations based on body measurements. All for a better online shopping experience.