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 | – | |||||||||||||
Structure | Convolution Stride 2 | Maxpool Stride 2 | Convolution | Average pool Stride 2 | Convolution | Average pool Stride 2 | Convolution | Average pool Stride 2 | Global average pool | Fully-connected softmax 2/3 classes |