Table 2 Impact of different overlap ratios.

From: Efficient intelligent fault diagnosis method and graphical user interface development based on fusion of convolutional networks and vision transformers characteristics

Overlap ratio (%)

Accuracy (%)

Computational complexity (G)

0

98.2

0.24

25

99.1

0.25

50

100.0

0.28

75

98.9

0.32