High Accuracy Real-Time Insulator String Defect Detection Method Based on Improved YOLOv5

High Accuracy Real-Time Insulator String Defect Detection Method Based on Improved YOLOv5

Insulator string is a special insulation component which plays an important role in overhead transmission lines. However, working outdoors for a long time, insulators often have defects because of various environmental and weather conditions, which affect the normal operation of transmission lines a...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: Jian Ding, Haonan Cao, Xulin Ding, Chenghui An
Format: Artykuł
Język:English
Wydane: Frontiers Media S.A. 2022-07-01
Seria:Frontiers in Energy Research
Hasła przedmiotowe:
deep learning
detection of insulators
YOLOv5 algorithm
Cluster-NMS
EIoU loss
Dostęp online:https://www.frontiersin.org/articles/10.3389/fenrg.2022.928164/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2022.928164/full

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