Aircraft Detection for Remote Sensing Images Based on Deep Convolutional Neural Networks

Table 1

The backbone of Darknet-53.

Type	Filters	Size/stride
Convolutional	32	3 × 3/1
Convolutional	64	3 × 3/2
Convolutional	32	1 × 1/1
Convolutional	64
Residual
Convolutional	128	3 × 3/2
Convolutional	64	1 × 1/1
Convolutional	128	3 × 3/1
Residual
Convolutional	256	3 × 3/2
Convolutional	128	1 × 1/1
Convolutional	256	3 × 3/1
Residual
Convolutional	512	3 × 3/2
Convolutional	256	1 × 1/1
Convolutional	512	3 × 3/1
Residual
Convolutional	1024	3 × 3/2
Convolutional	512	1 × 1/1
Convolutional	1024	3 × 3/1
Residual