Research Article

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

Table 4

Single 224 × 224 cropped top-1 error (%) and complexity comparisons on CIFAR-100. Atrous rate .

Models#PTop-1 error rate (%)

MFFNeXt-29 (1c × 24d)0.4327.61
MFFNeXt-29 (1c × 40d)1.0524.73
MFFNeXt-29 (1c × 64d)3.9822.56
MFFNeXt-29 (2c × 24d)0.7624.03
MFFNeXt-29 (2c × 40d)1.3420.62
MFFNeXt-29 (2c × 64d)9.3719.78
MFFNeXt-29 (4c × 24d)3.6720.45
MFFNeXt-29 (4c × 40d)9.2119.01