Research Article

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

Table 7

Confusion Matrix of training database GDXray.

Output ClassLP40
37.0%
8
7.4%
83.3%
16.7%
Porosities6
5.6%
54
50.0%
90.0%
10.0%
ā€‰87.0%
13.0%
87.1%
12.9%
87.0%
13.0%
ā€‰LP
Target class
Porosities