Table 1.

Distribution of the Number of Defect Labels in the Data Sets.

Defect	Original Labels Data Set	Train Labels Data Set	Augmented Train Labels Data Set	Test Labels Data Set
Live knot	491	342	1026	149
Dead knot	229	159	477	70
Checking	194	136	408	58
Total	914	637	1911	277