Practice - Input Layer
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.
Practice Questions
Test your understanding with targeted questions
What does the input layer of a CNN do?
💡 Hint: Think about the first action of the CNN.
What kind of data does a black-and-white image represent?
💡 Hint: Recall the structure of the matrix.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What type of matrix represents a black-and-white image?
💡 Hint: What dimension do you associate with black-and-white images?
True or False: The input layer of a CNN only takes in colored images.
💡 Hint: Consider whether only one type of image can be input into the layer.
1 more question available
Challenge Problems
Push your limits with advanced challenges
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.
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.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.