The reading recognition algorithm of pointer meter in unmanned pumping station based on YOLOv5
Pengzhou Chen,
Jianwei Cui
Abstract:The purpose of this paper is to study the reading recognition algorithm of pointer meters in unmanned pump stations based on YOLOv5. The algorithm includes two key stages: dial area detection, pointer recognition and reading conversion. In the stage of dial area detection, YOLOv5 algorithm is used to accurately detect the dial area in the pump station instrument image. In the stage of pointer recognition and reading conversion, Canny edge detection, Hough line detection and angle method are combined to convert… Show more
Set email alert for when this publication receives citations?
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.