Researching | Improved YOLOv5 Model for X-Ray Prohibited Item Detection

Laser & Optoelectronics Progress, Volume. 60, Issue 4, 0415005(2023)

Improved YOLOv5 Model for X-Ray Prohibited Item Detection

Yishan Dong^1,1、">, Zhaoxin Li^1,1、">, Jingyuan Guo^1,1、">, Tianyu Chen^1,1、">, and Shuhua Lu^1,1,2、">*

Author Affiliations

¹College of Information and Cyber Security, People's Public Security University of China, Beijing 102600, China

²Key Laboratory of Security Technology and Risk Assessment Ministry of Public Security, Beijing 102600, China

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Yishan Dong, Zhaoxin Li, Jingyuan Guo, Tianyu Chen, Shuhua Lu. Improved YOLOv5 Model for X-Ray Prohibited Item Detection[J]. Laser & Optoelectronics Progress, 2023, 60(4): 0415005

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Paper Information

Category: Machine Vision

Received: Nov. 1, 2021

Accepted: Dec. 21, 2021

Published Online: Feb. 14, 2023

The Author Email: Lu Shuhua (lushuhua@ppsuc.edu.cn)

DOI:10.3788/LOP212848

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology