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

Table 3.

Summary of Fine-tuned VGG16

Layer (type) Output Shape Param #
VGG16 (Model) (None, 7, 7, 512) 14,714,688
flatten_1 (Flatten) (None, 25,088) 0
dense_1 (Dense) (None, 1024) 25,691,136
dropout_1 (Dropout) (None, 1024) 0
dense_2 (Dense) (None, 2) 2050
Total parameters 40,407,874
Trainable parameters 25,693,186
Non-trainable parameters 14,714,688