Fundamentals of Neural Networks - Image Data

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Information Technology (IT), Architecture, Social Studies
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University
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Hard
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7 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is a key advantage of using convolutional neural networks for image data?
They require less data for training.
They can extract local information from images.
They are faster than other neural networks.
They do not require tuning parameters.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which pre-trained model is mentioned for use in transfer learning?
ResNet50
VG16
InceptionV3
MobileNet
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary focus of the paper by Holzer and Queenzer?
Object detection in wildlife monitoring
Transfer learning in autonomous vehicles
CNN applications in Earth observation
Image segmentation in medical imaging
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In a grayscale image, what does a pixel value of 0 represent?
Brightest white
Darkest black
Medium gray
Brightest color
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How many channels does a black and white image have?
Four
Three
Two
One
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What are the three fundamental colors in the RGB model?
Red, Green, Yellow
Red, Yellow, Blue
Red, Blue, Yellow
Red, Green, Blue
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How many dimensions does a color image have compared to a black and white image?
Same number of dimensions
One less dimension
Two more dimensions
One more dimension
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