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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does the input layer of a CNN do?
💡 Hint: Think about the first action of the CNN.
Question 2
Easy
What kind of data does a black-and-white image represent?
💡 Hint: Recall the structure of the matrix.
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 type of matrix represents a black-and-white image?
- 1D Matrix
- 2D Matrix
- 3D Matrix
💡 Hint: What dimension do you associate with black-and-white images?
Question 2
True or False: The input layer of a CNN only takes in colored images.
- True
- False
💡 Hint: Consider whether only one type of image can be input into the layer.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a preprocessing strategy for a set of images that would enhance their input representation before being fed into a CNN.
💡 Hint: Focus on how you want the data to look for effective processing.
Question 2
Explain how the choice of image format (JPEG, PNG, etc.) affects the input layer processing.
💡 Hint: Consider how each format might change the pixel values you work with.
Challenge and get performance evaluation