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

Table 1

Comparison of the average time consumption of tomographic detection.

Fault detection method	Average calculation time (seconds)
	Single fault	Multiple uncrossed faults	Multiple crossing faults
Manual method	19.92	55.67	61.99
Method of this article	0.2388	0.275	0.274