Railway Fastener Fault Diagnosis Based on Generative Adversarial Network and Residual Network Model

Table 9

Diagnostic accuracies of different methods.

	Fracture (%)	Loss (%)	Intactness (%)
LBP + SVM	91.43	93.47	95.29
HOG + SVM	93.56	95.38	95.07
VGG16	97.41	94.61	95.57
GAN + ResNet	98.48	98.49	98.03