Convolutional Neural Nets

Question 1

What is a CNN?

Answer 1

Convolutional Neural Network that is designed for specific tasks like image classification

Question 2

Describe the layers in a CNN

Answer 2

1. Convolutional Layers
2. Pooling Layers
3. Fully-Connected Layers
4. Normalization Layers

Question 3

What does convolution mean?

Answer 3

Allows us to extract visual features in chunks from a 2D array in small chunks. Each neuron in a layer is responsible for a small cluster of neurons in the preceding layer

Question 4

What is pooling in a CNN?

Answer 4

Reduces the number of neurons necessary in subsequent layers and include Max and Min pooling

Question 5

What is max pooling?

Answer 5

Based on picking up the maximum value from the selected region

Question 6

What is min pooling?

Answer 6

Based on picking up the minimum value from a selected region