A Lightweight Algorithm for Insulator Target Detection and Defect Identification

A Lightweight Algorithm for Insulator Target Detection and Defect Identification

The accuracy of insulators and their defect identification by UAVs (unmanned aerial vehicles) in transmission-line inspection needs to be further improved, and the model size of the detection algorithm is significantly reduced to make it more suitable for edge-end deployment. In this paper, the algo...

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Bibliographic Details
Main Authors: Gujing Han, Liu Zhao, Qiang Li, Saidian Li, Ruijie Wang, Qiwei Yuan, Min He, Shiqi Yang, Liang Qin
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
lightweight algorithm
YOLOv4
GhostNet
insulator
attention mechanism
Online Access:https://www.mdpi.com/1424-8220/23/3/1216

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