Practice Image Matrix (22.2.1) - Convolution Operator - CBSE 10 AI (Artificial Intelleigence)
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Image Matrix

Practice - Image Matrix

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Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What does an image matrix represent?

💡 Hint: Think about what each number in the matrix signifies.

Question 2 Easy

How is a grayscale image represented?

💡 Hint: Consider how many color channels grayscale images have.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What representation does a grayscale image utilize?

1D Matrix
2D Matrix
3D Matrix

💡 Hint: Think about how you visualize a simple black and white image.

Question 2

True or False: An RGB image is represented as a 2D matrix.

True
False

💡 Hint: Consider how colors are combined in an image.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Given a 4x4 grayscale image matrix: [[10, 20, 30, 40], [10, 20, 30, 40], [50, 60, 70, 80], [90, 100, 110, 120], apply a basic edge detection filter to it and explain the output.

💡 Hint: Remember how to position the filter over the image and perform the calculations!

Challenge 2 Hard

Create a RGB matrix for an image with three color components (for a small 2x2 pixel image: Red: [[255, 0], [0, 255]], Green: [[0, 255], [255, 0]], Blue: [[0, 0], [255, 255]]). Explain the significance of combining these matrices.

💡 Hint: Think about how mixing paint colors works to create new colors.

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