Real-Time Object Detection Model for Electric Power Operation Violation Identification

Real-Time Object Detection Model for Electric Power Operation Violation Identification

The You Only Look Once (YOLO) object detection model has been widely applied to electric power operation violation identification, owing to its balanced performance in detection accuracy and inference speed. However, it still faces the following challenges: (1) insufficient detection capability for...

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Bibliographic Details
Main Authors: Xiaoliang Qian, Longxiang Luo, Yang Li, Li Zeng, Zhiwu Chen, Wei Wang, Wei Deng
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Information
Subjects:
electric power operation violation identification (EPOVI)
object detection
edge perception C2f (EPC2f)
adaptive combination of local and global features (ACLGF)
parameter sharing of multi-scale detection heads (PS-MDH)
Online Access:https://www.mdpi.com/2078-2489/16/7/569
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