Recognition Method of Knob Gear in Substation Based on YOLOv4 and Darknet53-DUC-DSNT

Recognition Method of Knob Gear in Substation Based on YOLOv4 and Darknet53-DUC-DSNT

When unattended substations are popular, the knob is a vital monitoring object for unattended substations. However, in the actual scene of the substation, the recognition method of a knob gear has low accuracy. The main reasons are as follows. Firstly, the SNR of knob images is low due to the influe...

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Bibliographic Details
Main Authors: Ronglin Qin, Zexi Hua, Ziwei Sun, Rujiang He
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
knob gear recognition
target detection
key point detection
image classification
YOLOv4
Darknet53
Online Access:https://www.mdpi.com/1424-8220/22/13/4722

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