ADDETECT is a project realized for ARFITEC Group using an optical and a depth camera in order to analyze a fruit and vegetable display to automatically classify the products and make a precise follow-up of the stocks. This project also makes it possible to detect which product is overflown by the hand of a customer in order to automatically provide him with information on said product. AI techniques using deep learning have been implemented for this project.