Research Article

Deep Learning Technology for Weld Defects Classification Based on Transfer Learning and Activation Features

Table 6

Confusion Matrix of validation database GDXray.

Output ClassLP43
39.8%
13
12.0%
6.8%
23.2%
Porosities3
2.8%
49
45.4%
94.2%
5.8%
ā€‰<93.5%
6.5%
79.0%
21.0%
85.2%
14.8%
ā€‰LP
Target class
Porosities