Among all artificial intelligence topics, the most mature one is without a doubt visual recognition, but it is at the same time not fully tackled by organizations. During this session, we will present several public use cases of visual recognition, explain what AI techniques have been developed for visual recognition, as well as do several demonstrations in order to show what is available nowadays for such AI use cases.