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. 2020 Oct 26;8:195594–195607. doi: 10.1109/ACCESS.2020.3033762

TABLE 1. An Illustration of the DenseNet-161 Structure That Was Adapted for the Experiments of This Work.

Layers Convolution Pooling Dense block Transition layer Dense block Transition layer Dense block Transition layer Dense block Classification layer
Output Size Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic Inline graphic
Structure Inline graphic Convolution Stride 2 Inline graphic Maxpool Stride 2 Inline graphic Inline graphic Convolution Inline graphic Average pool Stride 2 Inline graphic Inline graphic Convolution Inline graphic Average pool Stride 2 Inline graphic Inline graphic Convolution Inline graphic Average pool Stride 2 Inline graphic Inline graphic Global average pool Fully-connected softmax 2/3 classes