Tunnel Lining Defect Identification Method Based on Small Sample Learning

Table 1

The software and hardware environment of the experiment.

Configuration	Content
The operating system	Windows10
The graphics card	Nvidia GeForce GTX 3070TI
Memory	8G
CPU	12th Gen Intel(R) Core(TM) i5-12400F
Programming language	Python
Deep learning framework	PyTorch (version 1.11)
Programming platform	Pycharm