Security Camera Analysis ForThreat Detection
Srija Reddy, Likhith Choudari, Himneesh Kambampally, Premkumar Chithaluru, Jajula Himabindu, R. Thulasi Lakshmi · International Journal of Research Publication and Reviews · 2025
The AI-driven security camera system aims to enhance real-time threat detection and response through advanced machine learning techniques.The system utilizes a live camera feed to monitor and analyze the environment for potential secu-rity threats, including the presence of weapons, violent behavior, accidents, or unattended suspicious objects.By employing object detection, behavior analysis, and anomaly detection algorithms, the camera automatically identifies and flags potential risks.In the event of a detected threat, the system triggers an alarm or sound notification and visually highlights the threat on the screen, enabling immediate attention and response from security personnel or automated systems.This innovative solution improves public safety and security by providing proac-tive threat detection with minimal human intervention, making it suitable for use in public spaces, commercial establishments, transportation hubs, and other high-security environments.