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1model.summary()
2Out:
3Model: "sequential"
4_________________________________________________________________
5 Layer (type) Output Shape Param #
6=================================================================
7 rescaling (Rescaling) (None, 200, 200, 1) 0
8
9 conv2d (Conv2D) (None, 200, 200, 16) 160
10
11 max_pooling2d (MaxPooling2D (None, 100, 100, 16) 0
12 )
13
14 conv2d_1 (Conv2D) (None, 100, 100, 32) 4640
15
16 max_pooling2d_1 (MaxPooling (None, 50, 50, 32) 0
17 2D)
18
19 conv2d_2 (Conv2D) (None, 50, 50, 64) 18496
20
21 max_pooling2d_2 (MaxPooling (None, 25, 25, 64) 0
22 2D)
23
24 flatten (Flatten) (None, 40000) 0
25
26 dense (Dense) (None, 128) 5120128
27
28 dense_1 (Dense) (None, 64) 8256
29
30 dense_2 (Dense) (None, 128) 8320
31
32 dense_3 (Dense) (None, 64) 8256
33
34 dense_4 (Dense) (None, 32) 2080
35
36 dense_5 (Dense) (None, 96) 3168
37
38 dense_6 (Dense) (None, 96) 9312
39
40 dense_7 (Dense) (None, 128) 12416
41
42 dense_8 (Dense) (None, 1) 129
43
44=================================================================
45Total params: 5,195,361
46Trainable params: 5,195,361
47Non-trainable params: 0
48_________________________________________________________________
49