Marko M. Živanović

Comparative Analysis of CNN and Transformer Architectures for Real-Time Fire and Smoke Detection

Real-time automatic detection of fire and smoke is a critical component of modern safety systems in surveillance, industrial, and environmental-protection applications, where conventional sensor-based systems show fundamental limitations. In this paper, a comparative analysis of four deep-learning architectures—DETR, F...