Overheating Defect Detection of Composite Insulator Based on Mask R-CNN

Aiming at the problems of large workload and low intelligence of the current infrared image-based overheating defect detection techniques for composite insulators, and the poor accuracy and poor generalization performance of the traditional image segmentation methods in complex backgrounds, an overh...

Full description

Bibliographic Details

Published in:	Zhongguo dianli
Main Authors:	Yi GAO, Lianfang TIAN, Qiliang DU
Format:	Article
Language:	Chinese
Published:	State Grid Energy Research Institute 2021-01-01
Subjects:	image detection mask r-cnn cascade r-cnn transfer learning composite insulator infrared image overheating defect
Online Access:	https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202003145