Accurate Multilevel Classification for Wildlife Images

Table 1

Results on flat classification for different convolutional backbones and data augmentation.

ID	Conv. backbone	Resolution	Data augmentation	Top-1	Top-5
BA	ResNet50	250 × 250	No	0.27	0.62
BB	ResNet50	250 × 250	Standard	0.45	0.73
BC	InceptionV3	250 × 250	No	0.34	0.63
BD	InceptionV3	250 × 250	Standard	0.46	0.75
BE	DenseNet201	250 × 250	No	0.33	0.64
BF	DenseNet201	250 × 250	Standard	0.51	0.77
BG	EfficientNetB5	250 × 250	No	0.36	0.65
BH	EfficientNetB5	250 × 250	Standard	0.53	0.8