Which of the following statements a), b) or c) is false?
A) To reduce overfitting and computation time, a convolution layer is often followed by one or more layers that increase the dimensionality of the convolution layer's output.
B) A pooling layer compresses (or down-samples) the results by discarding features, which helps make the model more general.
C) The most common pooling technique is called max pooling, which examines a 2-by-2 square of features and keeps only the maximum feature.
D) All of the above statements are true.

Question

Quizplus · Accepted Answer

A convolution layer is typically followed by a pooling layer or other mechanisms that reduce the dimensionality of the output, not increase it. This helps in reducing overfitting and computation time by summarizing the features in the previous layer.

Which of the Following Statements A), B) or C) Is