Research on the Recognition Method of Dial Scales for Arrester Pointer Instruments Based on Deep Learning

Research on the Recognition Method of Dial Scales for Arrester Pointer Instruments Based on Deep Learning

To address the recognition challenges faced by arrester pointer instruments’ dial scales in various scenarios, this paper introduces a deep learning-based recognition method for pointer instrument scales. An attention module is integrated into the YOLOv5 network architecture, enhancing the accuracy...

Full description

Bibliographic Details
Main Authors: Huaiwen Wang, Yang Hu, Honghuan Yin, Yue Cui
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Applied Sciences
Subjects:
deep learning
pointer instrument
YOLOv5
attention mechanism
OpenCV
Online Access:https://www.mdpi.com/2076-3417/14/5/2049

Internet

https://www.mdpi.com/2076-3417/14/5/2049

Similar Items