The solution aims at making cities safer through a software that detects abnormal behaviours. It also helps policemen deal with crisis by providing alerts on phone or tablets, video streams and geographical pieces of information and triggering actions based on Neuroo’s detection. Most focus has been done lightweight solution in order to save energy and fit into any virtualized infrastructure. All of the analytics are based on deep learning models. CMD project’s main objective is to put the technology at the service of human beings. The main goal is to help from security guards to managing directors passing by building administrators manage crisis.