region convolutional neural networks (R-CNN)

1 article · search the full text for this term

• Published Subscription Review Article 18 Mar 2025

  Advance Surveillance System Integrated with Weapon Detection and Accident Detection

  By Amisha Vartak, Himanshu Ghode, Aniket Kashid, Prajakta Jadhav

  Abstract: Security concerns have become paramount as there is rise in crime rates in crowded events and isolated areas. Abnormal event detection and monitoring system, utilizing computer vision, are crucial for tackling these challenges. In parallel, reducing mortality rates from accidents by ensuring timely emergency response in essential. This study presents the implementation of automatic weapon detection and accident detection. In weapon detection, YOLO v4, Convolutional Neural Networks (CNN), and Faster …

  Published in Research & Reviews: A Journal of Embedded System & Applications · Vol. 13, Issue 1, 2025 · pp. 47–54 Read article →