Convolutional Neural Networks Quiz

What you'll be asked

1. In a Convolutional Neural Network (CNN), what is the primary purpose of a 'convolutional layer'?
2. What is the primary function of a 'Pooling' layer in a CNN architecture?
3. Which of the following describes the role of the 'Stride' hyperparameter in a convolutional layer?
4. What happens to the output dimensions if you apply 'Padding' to an input before convolution?
5. Consider an input volume of 32x32x3. You apply 10 filters of size 5x5 with a stride of 1 and no padding. What is the spatial size of the resulting feature map?

Answers and explanations come after you submit.