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. 2022 Mar 28;81(19):27737–27781. doi: 10.1007/s11042-022-12826-y

Table 10.

Summary of Fine-tuned DenseNet

Layer (type) Output Shape Param #
DenseNet201 (Model) (None, 7, 7, 1920) 18,321,984
Global_average_pooling2d_5 (None, 1920) 0
Dense_7 (Dense) (None, 1024) 1,967,104
Dropout_3 (Dropout) (None, 1024) 0
Dense_8 (Dense) (None, 2) 2050
Total parameters 20,291,138
Trainable parameters 1,972,994
Non-trainable parameters 18,318,144