Table 5.

Network architecture used for both HEp-2 cells and the DR datasets

Description	HEp-2 cells dataset	DR dataset
Convolution layer	Conv 3$\times$3, 64, stride 1	Conv 7$\times$7, 64, stride 2
Transition layer	Pooling/convolution
Residual blocks	Conv $\left[\begin{array}{c}3\times 3,64\\ 3\times 3,64\end{array}\right]\times 2$
Transition layer	Pooling/convolution
Residual blocks	Conv $\left[\begin{array}{c}3\times 3,128\\ 3\times 3,128\end{array}\right]\times 2$
Transition layer	Pooling/convolution
Residual blocks	Conv $\left[\begin{array}{c}3\times 3,256\\ 3\times 3,256\end{array}\right]\times 2$
Global pooling layer	Pooling
Fully connected layer	FC–6	FC–5

Conv indicates the convolutional layers, FC represents fully connected layer