Aiphabet
Introduction to Artificial Intelligence

Introduction to Artificial Intelligence

Unit: Neural Networks

Lesson: Convolutional Neural Networks (CNNs)

Introduction to CNNs

CNN Layers

Code Your Own CNN (Optional)

CNN Quiz

Additional Resources (Optional)

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CNN Quiz

  1. Which of these is NOT a common use of CNNs?
  1. What makes CNNs more efficient than regular neural networks for image processing?
  1. Which layer in a CNN helps reduce the size of the image while keeping important information?
  1. What happens during a convolution operation in a CNN?
  1. Why do CNNs use pooling layers between convolutional layers?
  1. What do CNNs learn during training, or in other words, what are the learnable parameters of a CNN?
  1. What does a feature map represent in a CNN?
  1. How do stride and padding together affect the output size of a convolutional layer in a CNN?