Automatic Fabric Defect Detection Based on an Improved YOLOv5

Table 2

Quantitative comparisons between the teacher and student networks on the Tianchi AI database.

	AUC	mAP	Identification times (ms)
YOLOv5	0.957	0.412	32
Teacher network	0.981	0.447	35
Student network	0.952	0.406	16