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

Table 2

Training part of the main parameter settings.

Parameter	Numerical value	Parameter	Numerical value	Parameter	Numerical value	Parameter	Numerical value
Batch	64	Angle	0	Burn_in	2000	Scales	0.1, 0.1
Subdivisions	32	Saturation	1.5	Max_batches	50000	Learning_rate	0.001
Momentum	0.9	Exposure	1.5	Policy	Steps	Random	1
Decay	0.0008	Hue	0.1	Steps	4000, 4500	Jitter	3