What is the primary function of a Convolutional Neural Network (CNN)?
Morning scenes at hotels in aftermath of attacks, newspapers

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5 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
To perform linear regression
To classify images and recognize patterns
To generate random numbers
To solve algebraic equations
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which layer in a CNN is responsible for reducing the spatial dimensions of the input?
Activation layer
Fully connected layer
Pooling layer
Convolutional layer
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the role of the activation function in a CNN?
To initialize weights
To perform data augmentation
To introduce non-linearity
To normalize input data
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is a common application of CNNs?
Weather forecasting
Text translation
Image and video recognition
Stock market prediction
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is one advantage of using CNNs over traditional neural networks?
They automatically detect important features
They are faster to train
They require more data
They are less complex
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