CNN Quiz

CNN Quiz

University

10 Qs

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CNN Quiz

CNN Quiz

Assessment

Quiz

Computers

University

Practice Problem

Medium

Created by

Mohamed Rabea

Used 5+ times

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10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is a Convolutional Neural Network (CNN)?

A type of neural network specialized in processing sequences

A type of neural network for processing structured data

A neural network designed for image and spatial data processing

A network for generating natural language texts

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main difference between a CNN and a regular neural network?

CNNs use recurrent layers

CNNs use convolutional layers to detect patterns in data

CNNs require a larger dataset than regular neural networks

CNNs are designed only for tabular data

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What are filters (or kernels) in CNNs used for?

Reducing the size of the input image

Detecting features like edges, corners, or textures in images

Increasing the resolution of input images

Performing data augmentation during training

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the role of pooling layers in a CNN?

To reduce the size of feature maps and retain important features

To increase the number of parameters in the model

To perform convolution operations on the input

To combine multiple images into a single one

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is NOT a layer used in a CNN?

Convolutional layer

Pooling layer

Fully connected layer

Recurrent layer

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main purpose of using CNNs in image processing?

To classify text data

To detect objects and patterns in images

To process audio signals

To perform matrix multiplications on data

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the common activation function used in CNNs?

Sigmoid

ReLU (Rectified Linear Unit)

Tanh

Softmax

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