Insulator defect detection based on YOLO and SPP-Net

Xibo Zhang, Yan Zhang,Miao Hu,Xiaoming Ju

2020 International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE)（2020）

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摘要

With the continuous construction of smart grids, drones are gradually being used in routine maintenance and inspection of transmission lines. Aiming at the problem of few defect insulator samples and complex background, a detection method of defect insulator based on YOLO and SPP-Net is proposed. This paper uses the original samples to train the YOLOv5s model, and the cropped samples to fine-tune ...

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关键词

defect detection,YOLO,insulator,transfer learning,fine tuning

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