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

Table 3

Details of the materials used in this study—original dataset.

	Image color		Number of images included
Original-dataset	Red	Full-dark defect	400
		Half-dark defect	400
		Half-bright defect	400
		Full-bright defect	400
		Defect-free	400
	Green	Full-dark defect	400
		Half-dark defect	400
		Half-bright defect	400
		Full-bright defect	400
		Defect-free	400
	Blue	Full-dark defect	400
		Half-dark defect	400
		Half-bright defect	400
		Full-bright defect	400
		Defect-free	400