Table 4 RDIDSNet ablation experiments.

From: Insulator discharge severity assessment algorithm based on RDIDSNet

Model

LDConv

ACMix

Shape-IoU

mAP@0.5

Frames/s

YOLOv8

   

68.2

41

Net-1

√

  

70.3

67

Net-2

√

√

 

75.2

64

RDIDSNet

√

√

√

78.1

61