Lightweight Insulator and Defect Detection Method Based on Improved YOLOv8

Lightweight Insulator and Defect Detection Method Based on Improved YOLOv8

Insulator and defect detection is a critical technology for the automated inspection of transmission and distribution lines within smart grids. However, the development of a lightweight, real-time detection platform suitable for deployment on drones faces significant challenges. These include the hi...

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Bibliographic Details
Main Authors: Yanxing Liu, Xudong Li, Ruyu Qiao, Yu Chen, Xueliang Han, Agyemang Paul, Zhefu Wu
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Applied Sciences
Subjects:
insulator detection
YOLOv8
data augmentation
lightweight network
attention mechanism
Online Access:https://www.mdpi.com/2076-3417/14/19/8691
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