A Complex Environmental Water-Level Detection Method Based on Improved YOLOv5m
Jiadong Li,
Chunya Tong,
Hongxing Yuan
et al.
Abstract:The existing methods for water-level recognition often suffer from inaccurate readings in complex environments, which limits their practicality and reliability. In this paper, we propose a novel approach that combines an improved version of the YOLOv5m model with contextual knowledge for water-level identification. We employ the adaptive threshold Canny operator and Hough transform for skew detection and correction of water-level images. The improved YOLOv5m model is employed to extract the water-level gauge f… Show more
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