Layer (type)

Output Shape

Param #

separable_conv2d

(None, 22, 22, 32)

155

conv2d (Conv2D)

(None, 22, 22, 32)

1056

separable_conv2d_1

(None, 22, 22, 64)

2400

separable_conv2d_2

(None, 22, 22, 64)

4224

conv2d_1 (Conv2D)

(None, 22, 22, 128)

73,856

batch_normalization

(None, 22, 22, 128)

512

flatten (Flatten)

(None, 61952)

0

dropout (Dropout)

(None, 61952)

0

dense (Dense)

(None, 512)

31,719,936

dropout_1 (Dropout)

(None, 512)

0

dense_1 (Dense)

(None, 55)

28,215