Convolutional neural networks

Completed

Check your knowledge

1.

How do the number of parameters in a convolutional layer and dense layer correlate?

A convolutional layer contains more parameters

A convolutional layer contains fewer parameters

2.

If the size of an input image is 320x200x3, what would be the size of the tensor after applying a 5x5 convolutional layer with 16 filters?

316x196x16

316x196x3

320x200x3x16

320x200x48

3.

Which layers do we apply to significantly reduce spatial dimension in multi-layered CNN?

Convolution

Flatten

MaxPooling

4.

Which layer is used between convolutional base of the network and final linear classifier?

Convolution

Flatten

MaxPooling

Sigmoid

You must answer all questions before checking your work.