SVM Texture Classification
Interactive Video
•
Information Technology (IT), Architecture, Other
•
12th Grade - University
•
Practice Problem
•
Hard
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10 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary goal of using local binary patterns in this case study?
To reduce image noise
To classify images based on texture
To enhance image resolution
To improve color accuracy
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which library is used for downloading images in this project?
Pandas
BeautifulSoup
Urllib
Requests
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the role of the SK image feature library in this project?
To resize images
To apply filters to images
To enhance image colors
To compute local binary patterns
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How are images converted before processing in this project?
To sepia tone
To grayscale
To negative
To high contrast
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of using a label encoder in this project?
To enhance image resolution
To convert images to grayscale
To assign numerical labels to categories
To encode image features
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which machine learning model is used for classification in this project?
K-Nearest Neighbors
Support Vector Machine
Neural Network
Decision Tree
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the accuracy achieved by the model on the test set?
85%
90%
93%
95%
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