Deep Learning Quiz chap4

Deep Learning Quiz chap4

12th Grade

10 Qs

quiz-placeholder

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Deep Learning Quiz chap4

Deep Learning Quiz chap4

Assessment

Quiz

Instructional Technology

12th Grade

Practice Problem

Hard

Created by

ibtihel khdhaouria

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10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary objective of image segmentation?

Locating objects within an image

Extracting features from an image

Assigning semantic meaning to different parts of an image

Dividing an image into meaningful regions

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which architecture is designed for Semantic Segmentation and combines a contracting path with an expansive path?

LeNet-5

VGG-Net

U-Net

ResNet

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of the Pooling layer in CNNs?

Reduce the size of feature maps

Increase the number of parameters

Add more convolutional layers

Introduce non-linearity

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the benefit of using Transfer Learning in deep learning models?

Increases the amount of training time required

Reduces overfitting in small datasets

Requires building a model from scratch

Increases computational expenses

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which deep learning architecture won the ImageNet Large-Scale Visual Recognition Challenge in 2012?

LeNet-5

AlexNet

ResNet

VGG-Net

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main advantage of using Fully Convolutional Networks (FCNs) for semantic segmentation?

Designed for object detection

Reduce the number of layers

Specifically designed for image classification

Capture context and precise localization

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of the Convolution Layer in CNNs?

Add more pooling layers

Extract features from data

Reduce the size of feature maps

Increase the number of parameters

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