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

Table 5

Number of augmented images.

Image color	Defect type	Amounts of misclassified images	Number of images generated
Red	Full-dark defect	11	400
	Half-dark defect	10	400
	Half-bright defect	19	400
	Full-bright defect	20	400
	Defect-free	0	400
Green	Full-dark defect	4	400
	Half-dark defect	3	400
	Half-bright defect	4	400
	Full-bright defect	2	400
	Defect-free	0	400
Blue	Full-dark defect	8	400
	Half-dark defect	7	400
	Half-bright defect	10	400
	Full-bright defect	1	400
	Defect-free	0	400