Recognition Method of Tunnel Lining Defects Based on Deep Learning

Figure 10

The loss and accuracy graphs of ResNet34 and improved ResNet34 (New ResNet): (a) network loss and accuracy curve diagram under the Adam algorithm; (b) graph of network loss and accuracy under the SGD algorithm.

(a)

(b)