A Novel Multicategory Defect Detection Method Based on the Convolutional Neural Network Method for TFT-LCD Panels

Table 7

Comparison between the defect and defect-free categories of the two models.

	Original dataset		Modified dataset
	Defects (%)	Defect-free (%)	Defects (%)	Defects (%)
Specificity	63.90	97.15	Specificity	63.90
Sensitivity	88.43	94.44	Sensitivity	88.43