Intelligent temperature measuring robot integrates infrared temperature measurement, motion control, intelligent speech recognition, indoor positioning and navigation, and deep learning. It can realize rapid and accurate temperature measurement of a large number of people. With multiple video analysis algorithms, it can analyze crowded pedestrian, as well as provide convenient and contactless intelligent services such as health code recognition, voice consultation, broadcasting and self-service guidance. It can assist the staff to complete preliminary monitoring and guidance for people at the gathering site.