Aplicación móvil para el reconocimiento de prendas de vestir mediante el uso de visión artificial

Abstract

Abstract: In this curricular integration work, a mobile application was developed that will help many people, particularly a part of the population that is blind. It is focused on the recognition of garments using artificial vision, which is a branch of artificial intelligence that today is being used in different fields such as: industrial, commerce, security, medicine and that has had a good reception by people. The application allows the user to recognize garments in real time, in addition, it allows the name of the garment to be heard by voice, which is useful for people, especially those who have some type of visual disability. The application for the recognition of garments has been developed in Android Studio. For the realization of the garment recognition model, Vertex AI was used, which is a Google api that allows training a model compatible with tensorflow in its lite model compatible with mobile applications, which are innovative models that allow training them to work. with custom data, which is unique to the application being made. Finally, it was determined that the developed application allows to easily select the garments from a set of photographs of the garments that the user has entered into the database.