8 PM – Advanced AI/ML – Darin

Today’s Activities:

Watch the following video for more information and write your answers to a file called Jun4_CNN_HW1.txt. Upload to google drive when you are done:

• Why does a CNN use multiple filters instead of just one?
• What is pooling, and why is it useful?
  Explain max pooling in simple terms.
• Why can CNNs recognize an object even if it moves slightly in the image?
• Imagine you are building a CNN to recognize cats and dogs. What simple features might the CNN learn first? What more complex features might it learn later?