Fault Detection Method Based on Improved Faster R-CNN: Take ResNet-50 as an Example

Table 2

Comparison of the total number of detected faults.

Fault detection method	Average calculation time (seconds)
	Single fault	Multiple uncrossed faults	Multiple crossing faults
Manual method	100	397	290
Method of this article	99	357	263