Lightweight YOLOv8 Optimized Deep Neural Network for Real-Time Weapon Detection on Raspberry Pi 5 in Smart Surveillance Systems
Amah Gideon Gbaden, Jonathan A. Enokela, David O. Agbo & Tersoo E. Iorkyase · Journal of Engineering Research and Reports · 2025
Background: The increasing prevalence for public safety threats necessitates the development of intelligent surveillance systems that are capable of real-time weapon detection. These conventional deep learning models achieve high accuracy but are mostly computationally intensive,...
Open access
Research Article
10.9734/jerr/2025/v27i111688