An improved YOLOv7 with RFB, coordinate attention, and WIoU loss raises insulator-defect mAP_0.5 from 93.3% to 94.9% on a private 3000-image dataset.
Yan, Measurement model for ice thickness of transmission lines based on image technology, Electrical Engineering Materials , (2021), 66-69+72
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Improved YOLOv7 model for insulator defect detection
An improved YOLOv7 with RFB, coordinate attention, and WIoU loss raises insulator-defect mAP_0.5 from 93.3% to 94.9% on a private 3000-image dataset.