학술논문

Intelligent Mask Detection and Non-contact Temperature Measurement Mobile Robot based on YOLOv5
Document Type
Conference
Source
2022 IEEE International Conference on Mechatronics and Automation (ICMA) Mechatronics and Automation (ICMA), 2022 IEEE International Conference on. :1080-1085 Aug, 2022
Subject
Bioengineering
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Temperature measurement
Temperature sensors
Simultaneous localization and mapping
Face recognition
Time measurement
Temperature control
Mobile robots
mask detection
contactless temperature measurement
YOLOv5
MSP432
mobile robot
Language
ISSN
2152-744X
Abstract
Aiming at the shortcomings of existing manual inspection of mask wearing, a multi-functional mobile robot that can realize mask wearing detection, temperature measurement and omni-directional movement of personnel is proposed. The robot uses an omni-directional mobile platform as the main structure, uses double closed-loop PID (Proportion Integral Differential) algorithm and SLAM (Simultaneous Localization and Mapping) technology for motion control, realizes real-time detection of mask wearing based on YOLOv5 deep learning framework, and uses MLX90640 thermal camera to achieve body temperature detection. The system has the advantages of low cost and stable performance, and has potential value of practical application. At the same time, as a project-driven teaching tool, the system has reference value for cultivating students’ ability to solve practical problems.