Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is image classification?

πŸ’‘ Hint: Think about how we categorize images.

Question 2

Easy

What does object detection do?

πŸ’‘ Hint: Remember how we identify different items in a scene.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What is the main task of image classification?

  • Assigning labels to images
  • Detecting objects
  • Segmenting pixels

πŸ’‘ Hint: Think about the primary action performed on images.

Question 2

True or False: Segmentation identifies individual objects within an image.

  • True
  • False

πŸ’‘ Hint: Remember what segmentation specifically refers to.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Create a simple CNN architecture diagram and explain each layer's purpose.

πŸ’‘ Hint: Think about how each part contributes to processing images.

Question 2

Propose a strategy for efficiently training a model on a small dataset using transfer learning.

πŸ’‘ Hint: Consider how leveraging existing models can help with new tasks.

Challenge and get performance evaluation