Table 2.

Comparison of Recall on NEU-DET dataset. The proposed method performs the highest Recall values for five defect categories. The bold helps to emphasize the highest data.

Types	Recall
	SSD	Faster-RCNN	YOLO-V2	YOLO-V3	Proposed Method
Cr	0.965	0.874	0.552	0.692	0.965
In	0.974	0.923	0.811	0.755	0.974
Pa	0.935	0.981	0.910	0.923	0.987
Ps	0.971	0.943	0.791	0.561	1.000
Rs	0.932	0.881	0.500	0.602	0.966
Sc	0.990	0.971	0.884	0.816	0.981