Use a convolutional neural network

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What is a convolution layer?

A special activation function for images

An image preprocessing layer that normalizes and prepares image before the dense layer

A layer that runs a small windows across the image to extract patterns

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

A convolutional layer contains more parameters

A convolutional layer contains less parameters

If the size of an input image is 3x200x200, what would be the size of the tensor after applying a 5x5 convolutional layer with 16 filters?

16x196x196

3x196x196

16x3x200x200

48x200x200

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