Multiscale Feature Filtering Network for Image Recognition System in Unmanned Aerial Vehicle

Table 2

Single 224 × 224 cropped top-1 error rate (%) and complexity comparisons on the Tiny ImageNet validation set. #P is the number of parameters. Atrous rate .

Models	#P	Top-1 error rate (%)
ResNet-50	24.59	35.97
ResNet-101	43.24	35.15
ResNeXt-50 (32c × 4d)	24.21	34.91
SENet-29 (16c × 32d)	34.78	33.87
SKNet-29 (16c × 32d)	27.45	33.55
MFFNet-50	25.82	35.03
MFFNet-101	44.86	33.84
MFFNeXt-50 (32c × 4d)	25.43	32.59