Layer (type)

Output Shape

Param #

conv2d_1 (Conv2D)

(None, 224, 224, 64)

1792

conv2d_2 (Conv2D)

(None, 224, 224, 64)

36,928

max_pooling2d_1 (MaxPooling)

(None, 112, 112, 64)

0

conv2d_3 (Conv2D)

(None, 112, 112, 128)

73,856

conv2d_4 (Conv2D)

(None, 112, 112, 128)

147,584

max_pooling2d_2 (MaxPooling)

(None, 56, 56, 128)

0

conv2d_5 (Conv2D)

(None, 56, 56, 256)

295,168

conv2d_6 (Conv2D)

(None, 56, 56, 256)

590,080

conv2d_7 (Conv2D)

(None, 56, 56, 256)

590,080

max_pooling2d_3 (MaxPooling)

(None, 28, 28, 256)

0

conv2d_8 (Conv2D)

(None, 28, 28, 512)

1,180,160

conv2d_9 (Conv2D)

(None, 28, 28, 512)

2,359,808

conv2d_10 (Conv2D)

(None, 28, 28, 512)

2,359,808

max_pooling2d_4 (MaxPooling)

(None, 14, 14, 512)

0

conv2d_11 (Conv2D)

(None, 14, 14, 512)

2,359,808

conv2d_12 (Conv2D)

(None, 14, 14, 512)

2,359,808

conv2d_13 (Conv2D)

(None, 14, 14, 512)

2,359,808

max_pooling2d_5 (MaxPooling)

(None, 7, 7, 512)

0

flatten_1 (Flatten)

(None, 25,088)

0

dense_1 (Dense)

(None, 1000)

4,097,000

dense_2 (Dense)

(None, 2)

1001

Total params: 121,577,233

Trainable params: 121,577,233

Non-trainable params: 0