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. 2022 Aug 19;10(8):2013. doi: 10.3390/biomedicines10082013

Table 2.

MobileNet Transfer Learning summary.

Layer Type Output Shape Param
mobilenet_1.00_224 (Functional) (None, 7, 7, 1024) 3,228,864
global_average_pooling2d (None, 1024) 0
dropout (Dropout) (None, 1024) 0
dense (Dense) (None, 1024) 1,049,600
dense_1 (Dense) (None, 1024) 1,049,600
dense_2 (Dense) (None, 512) 524,800
dense_3 (Dense) (None, 512) 262,656
dense_4 (Dense)
Total params: 6,118,085
Trainable params: 2,889,221
(None, 5) 2565
Non-trainable params: 3,228,864