Accurate Multilevel Classification for Wildlife Images

Table 2

Results of flat classification for a range of different input image resolutions.

ID	Conv. backbone	Resolution	Data augmentation	Top-1	Top-5
RA	ResNet50	200 × 200	Standard	0.43	0.72
RB	ResNet50	250 × 250	Standard	0.45	0.73
RC	ResNet50	300 × 300	Standard	0.48	0.76
RD	ResNet50	350 × 350	Standard	0.53	0.83