Smart and Safety Factory: A Case Study of Forklift Safety Detection System in Chiang Rai Cooperative Milling Factory

Malinee Anan, Samatthachai Yamsa-Ard,Pradorn Sureephong, Damrongpol Khamhangwong,Santichai Wicha

2023 7th International Conference on Information Technology (InCIT)(2023)

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摘要
This study explores the implementation of a forklift safety detection system in the Chaing Rai cooperative milling factory, aiming to enhance safety and efficiency in the workplace. The process focuses on rectifying blind spot issues in forklifts within a rice mill factory by implementing object detection techniques. We applied IoT sensors with image detection systems, and the architecture of forklift safety detection is YOLO (You Only Look Once) for detecting and alerting objects near the blind spots of forklifts within a proximity exceeding 5 meters. The study found that this forklift safety detection system can address the challenge of detecting objects within blind spots with an 84% success rate.
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关键词
forklift,object detection,IoT,safety,rice milling
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