Let's try answering the following questions to assess our knowledge of CNNs:
- What are the different layers of a CNN?
- Define stride.
- Why is padding required?
- Define pooling. What are the different types of pooling operations?
- Explain the architecture of VGGNet.
- What is factorized convolution in the inception network?
- How do Capsule networks differ from CNNs?
- Define the squash function.