Under the scenarios of factories, workshops, etc., the number and density of the population were estimated, and various anomalies such as overcrowding, abnormal accumulation, stagnation, retrograde, and confusion were detected. It can be used for flow statistics and control in important areas and provides real-time alarm functions to ensure plant safety.