Detecting Gear Surface Defects Using Background-Weakening Method and Convolutional Neural Network

Table 1

Distribution of common manufacturing defect datasets for gears.

Defect type	Broken tooth		Missing tooth		Scratch		Normal
Number of images	Test	Train	Test	Train	Test	Train	Test	Train
	100	900	100	900	100	900	100	900