AI Behavior Analysis and Early Warning System: Through monitoring cameras, the system analyzes scenes for abnormal behavior and proactively issues warnings. Simply setting up a server within the school's local area network allows for easy upgrades and modifications. The system accurately identifies abnormal behaviors such as fighting, falling, climbing, intrusion, calls for help, wandering, loitering, leaving posts, sleeping on duty, absence from posts, sudden changes in sound intensity, personnel statistics, personnel lingering, and drowning, proactively warning security personnel, school leaders, principals, head teachers, and relevant education commission leaders, allowing for timely problem identification and effective resolution of campus safety issues.
