A New Transfer Learning Ensemble Model with New Training Methods for Gear Wear Particle Recognition

Table 1

Description of wear particle image datasets.

Wear particle fault category	Normal	Spherical	Sliding	Fatigue chunk	Laminar	Oxidized	Cutting	Rubbing	Nonferrous	Nonmetal
Category labels	0	1	2	3	4	5	6	7	8	9
Training	1080	1080	1080	1080	1080	1080	1080	1080	1080	1080
Test	80	80	80	80	80	80	80	80	80	80