The fast economic growth increases in India has resulted in increasing rate of missing person. The missing person getting and recognition auspicious lessening of missing person essential concentrate on india. The Internet of Things (IoT) is an arrangement of interconnected smart gadgets, electronic, mechanical and individuals that are given one of a kind identifiers and the capacity to information exchange. IoT is a network of sensors where data is exchanged; using different connectivity protocols, over a system without requires any kind of human-to-human or human-to-PC communication. We propose novel missing person detection framework in IoT. The proposed framework is to live location of all over smart city/area. In this framework recognize missing person and caught missing person live photograph and location of missing person send to the close-by police headquarters.