A Set of Geometric Features for Neural Network-Based Textile Defect Classification

Table 2

Samples and their distribution.

Samples	Sample size	Samples used in training	Samples used in testing
Color yarn	6	5	1
Vertical missing yarn	16	8	8
Horizontal missing yarn	16	8	8
Hole	11	8	3
Spot	18	9	9
Defect-free	33	15	18
Total	100	53	47