Practice Feature Map (22.2.3) - Convolution Operator - CBSE 10 AI (Artificial Intelleigence)
Students

Academic Programs

AI-powered learning for grades 8-12, aligned with major curricula

Professional

Professional Courses

Industry-relevant training in Business, Technology, and Design

Games

Interactive Games

Fun games to boost memory, math, typing, and English skills

Feature Map

Practice - Feature Map

Enroll to start learning

You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.

Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is a feature map?

💡 Hint: Think about what happens when you apply a filter to an image.

Question 2 Easy

What does a filter do in image processing?

💡 Hint: Consider its role in convolution.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the primary purpose of a feature map?

To reduce the image size.
To highlight specific features of an image.
To convert an image into color.

💡 Hint: Consider what happens after applying a filter.

Question 2

True or False: The larger the filter, the more details it captures.

True
False

💡 Hint: Think of what a broad vs narrow perspective gives in terms of image detail.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Create a simple 3x3 filter for edge detection and demonstrate how it would transform a predefined 5x5 image matrix.

💡 Hint: Remember to align the filter correctly for each step of convolution.

Challenge 2 Hard

Compare the effectiveness of a sharpen filter versus a blur filter on the same image matrix and discuss the outcomes.

💡 Hint: Focus on how each filter affects edges and overall clarity.

Get performance evaluation

Reference links

Supplementary resources to enhance your learning experience.