S. Sreejith

Real-Time Intelligent Surveillance with YOLOv8 for Threat Detection and DenseNet121 for Activity Recognition

2025

The increasing complexity of global security threats necessitates advanced surveillance systems capable of real-time threat detection and forensic analysis. This paper presents an AI-driven surveillance framework integrating YOLOv8 for weapon detection and personnel classification, DenseNet121 …