Insulators and Defect Detection Based on the Improved Focal Loss Function

Insulators and Defect Detection Based on the Improved Focal Loss Function

Unmanned aerial vehicle (UAV) inspection has become the mainstream of transmission line inspection, and the detection of insulator defects is an important part of UAV inspection. On the premise of ensuring high accuracy and detection speed, an improved YOLOv5 model is proposed for defect detection o...

Full description

Bibliographic Details
Main Authors: Yuhang Li, Guoping Zou, Hongliang Zou, Chen Zhou, Siguang An
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
insulators
object detection
deep learning
defect detection
Focal loss
YOLOv5
Online Access:https://www.mdpi.com/2076-3417/12/20/10529

Internet

https://www.mdpi.com/2076-3417/12/20/10529

Similar Items