Papers Insulator Defect Detection
“Insulator Defect Detection” 태그가 달린 논문 5편 · 필터 해제
Improved YOLOv7 model for insulator defect detection
Insulators are crucial insulation components and structural supports in power grids, playing a vital role in the transmission lines. Due to temperature fluctuations, internal stress, or damage from hail, insulators are p…
Defect DetectionInsulator Defect DetectionmodelYOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection
Existing detection methods for insulator defect identification from unmanned aerial vehicles (UAV) struggle with complex background scenes and small objects, leading to suboptimal accuracy and a high number of false posi…
Data AugmentationDefect DetectionDiversityInsulator Defect Detection+3A Lightweight Insulator Defect Detection Model Based on Drone Images
With the continuous development and construction of new power systems, using drones to inspect the condition of transmission line insulators has become an inevitable trend. To facilitate the deployment of drone hardware …
Defect DetectionInsulator Defect DetectionObject DetectionSmall Object DetectionIDD-YOLOv5: A Lightweight Insulator Defect Real-time Detection Algorithm
In order to achieve real-time detection of insulator defects in transmission lines, this paper proposes an improved insulator defect detection algorithm based on the YOLOv5s model, named IDD-YOLOv5. Firstly, to enhance t…
Defect DetectionInsulator Defect DetectionObject DetectionSmall Object DetectionLiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect Detection
Insulator defect detection is of great significance to ensure the normal operation of power transmission and distribution networks. In response to the problems of low speed, low accuracy, and difficulty in deploying to e…
Defect DetectionInsulator Defect DetectionModel Compressionobject-detection+1