The main purpose of the Samsung Dressroom app is to provide users with a virtual fitting experience, allowing them to try on clothes digitally using augmented reality. It helps users visualize how outfits will look before purchasing. The Samsung Dressroom app aims to enhance online fashion shopping by combining convenience and style.