1 input = layers. Input (shape=(28, 28, 1)) 2 3 X = layers. Conv2D(32, (3, 3), activation="relu", padding="same") (input) 4 5 x = layers.MaxPooling2D((2, 2), padding="same") (x) X = layers. Conv2D(32, (3, 3), activation="relu", padding="same") (x) 6 X = layers. MaxPooling2D((2, 2), padding="same") (x) 7 8 x = layers. Conv2DTranspose (32, (3, 3), strides=2, activation="relu", padding="same") (x) 9 X = layers. Conv2DTranspose (32, (3, 3), strides=2, activation="relu", padding="same") (x) Le X = layers. Conv2D(1, (3, 3), activation="sigmoid", padding="same") (x) 11 12 autoencoder = Model (input, x) 13 autoencoder.compile(optimizer="adam", loss="binary_crossentropy") 14 autoencoder.summary() W NH
1 input = layers. Input (shape=(28, 28, 1)) 2 3 X = layers. Conv2D(32, (3, 3), activation="relu", padding="same") (input) 4 5 x = layers.MaxPooling2D((2, 2), padding="same") (x) X = layers. Conv2D(32, (3, 3), activation="relu", padding="same") (x) 6 X = layers. MaxPooling2D((2, 2), padding="same") (x) 7 8 x = layers. Conv2DTranspose (32, (3, 3), strides=2, activation="relu", padding="same") (x) 9 X = layers. Conv2DTranspose (32, (3, 3), strides=2, activation="relu", padding="same") (x) Le X = layers. Conv2D(1, (3, 3), activation="sigmoid", padding="same") (x) 11 12 autoencoder = Model (input, x) 13 autoencoder.compile(optimizer="adam", loss="binary_crossentropy") 14 autoencoder.summary() W NH
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
Related questions
Question
- Explain the following code
![1
input = layers. Input (shape=(28, 28, 1))
2
3
X = layers. Conv2D(32, (3, 3), activation="relu",
padding="same") (input)
4
5
X = layers.MaxPooling2D((2, 2), padding="same") (x)
X = layers. Conv2D(32, (3, 3), activation="relu",
padding="same") (x)
6
X = layers. MaxPooling2D((2, 2), padding="same") (x)
7
8
X = layers. Conv2DTranspose (32, (3, 3), strides=2,
activation="relu", padding="same") (x)
9
X = layers. Conv2DTranspose (32, (3, 3), strides=2,
activation="relu", padding="same") (x)
10
X = layers. Conv2D(1, (3, 3), activation="sigmoid",
padding="same") (x)
11
12 autoencoder= Model (input, x)
13 autoencoder.compile (optimizer="adam",
loss="binary_crossentropy")
14 autoencoder.summary()](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fed180457-2ca6-4012-a54e-e269d4f35cc4%2Fb83ae97d-d97b-4528-8d8b-0a82c105b8c8%2Fl8yv7ka_processed.png&w=3840&q=75)
Transcribed Image Text:1
input = layers. Input (shape=(28, 28, 1))
2
3
X = layers. Conv2D(32, (3, 3), activation="relu",
padding="same") (input)
4
5
X = layers.MaxPooling2D((2, 2), padding="same") (x)
X = layers. Conv2D(32, (3, 3), activation="relu",
padding="same") (x)
6
X = layers. MaxPooling2D((2, 2), padding="same") (x)
7
8
X = layers. Conv2DTranspose (32, (3, 3), strides=2,
activation="relu", padding="same") (x)
9
X = layers. Conv2DTranspose (32, (3, 3), strides=2,
activation="relu", padding="same") (x)
10
X = layers. Conv2D(1, (3, 3), activation="sigmoid",
padding="same") (x)
11
12 autoencoder= Model (input, x)
13 autoencoder.compile (optimizer="adam",
loss="binary_crossentropy")
14 autoencoder.summary()
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