Few‐shot electrical equipment image recognition method based on an improved two‐stage fine‐tuning approach

Abstract In the process of electrical equipment detection based on deep learning, insufficient image samples of the target equipment will lead to detection failure. To solve this problem, an object detection network and two‐stage fine‐tuning approach based on You Only Look Once (YOLO)v4 is proposed...

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Bibliographic Details
Main Authors: Junpeng Wu, Jiajun Zeng, Yibo Zhou, Ye Zhang, Yiwen Zhang
Format: Article
Language:English
Published: Wiley 2023-09-01
Series:The Journal of Engineering
Subjects:
Online Access:https://doi.org/10.1049/tje2.12313