TABLE 1.

The DenseNet‐77 network structural details

Layer		Densenet‐77
		Size	Stride
ConL 1		$7\times 7\mathit{\text{conv}}$	2
PoolL 1		$3\times 3\mathit{max}\_\mathit{\text{pooling}}$	2
DB 1		$\left[\begin{array}{c}1\times 1\mathit{\text{conv}}\\ 3\times 3\mathit{\text{conv}}\end{array}\right]\times 6$	1
TL	ConL 2	$1\times 1\mathit{\text{conv}}$	1
	PoolL 2	$2\times 2\mathit{avg}\_\mathit{\text{pooling}}$	2
DB 2		$\left[\begin{array}{c}1\times 1\mathit{\text{conv}}\\ 3\times 3\mathit{\text{conv}}\end{array}\right]\times 12$	1
TL	ConL 3	$1\times 1\mathit{\text{conv}}$	1
	PoolL 3	$2\times 2\mathit{avg}\_\mathit{\text{pooling}}$	2
DB 3		$\left[\begin{array}{c}1\times 1\mathit{\text{conv}}\\ 3\times 3\mathit{\text{conv}}\end{array}\right]\times 12$	1
TL	ConL 4	$1\times 1\mathit{\text{conv}}$	1
	PoolL 4	$2\times 2\mathit{avg}\_\mathit{\text{pooling}}$	2
DB 4		$\left[\begin{array}{c}1\times 1\mathit{\text{conv}}\\ 3\times 3\mathit{\text{conv}}\end{array}\right]\times 6$	1
Classification_layer		$7\times 7\mathit{avg}\_\mathit{\text{pooling}}$
		Fully connected layer
		SoftMax