In view of the common phenomenon of students’ absence and playing with mobile phones in class, this paper designs a set of intelligent classroom system to identify students’ behaviors to help teachers to manage the classroom. The main functional modules included in the system are face attendance, behavior analysis and item legacy monitoring. This paper mainly expounds the necessity of the development of the intelligent classroom, the system design, database design and the implementation process of the system, and shows the system interface developed based on the Django framework. Intelligent classroom management system is helpful to reduce the pressure of teachers’ classroom management and improve the efficiency of classroom management, which is a meaningful exploration of artificial intelligence enabling education.