Open Access

ARTICLE

Weapons Detection for Security and Video Surveillance Using CNN and YOLO-V5s

Abdul Hanan Ashraf¹, Muhammad Imran¹, Abdulrahman M. Qahtani^2,*, Abdulmajeed Alsufyani², Omar Almutiry³, Awais Mahmood³, Muhammad Attique⁴, Mohamed Habib^5,6

1 Department of Computer Science, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Islamabad, 44000, Pakistan
2 Department of Computer Science, College of Computers and Information Technology, Taif University, Taif, 21944, Saudi Arabia
3 College of Applied Computer Science, King Saud University (Almuzahmiyah Campus), Riyadh, 11543, Saudi Arabia
4 Department of Computer Science, HITEC University, Taxila, 47080, Pakistan
5 College of Computing and Informatics, Saudi Electronic University, Riyadh, Saudi Arabia
6 Faculty of Engineering, Port Said University, Port Fuad City, Egypt

* Corresponding Author: Abdulrahman M. Qahtani. Email: