Beginning Anomaly Detection Using

kernel_size: The dimensionality of the kernel/filter. An integer n 

makes the dimensions of the kernel 

nxn, and a tuple of two integers 

allows you to specify the exact dimensions (

height, width).

• 

stride: The number of elements to shift right by after one filter/

kernel operation. An integer 

n makes the kernel shift right by that 

amount. A tuple of two integers allows you to specify (

vertical_shift, 

horizontal_shift). Default = 1.

• 

padding: The amount of zero padding to add to the layer in the 

output. An integer 

n pads n entries to the rows and columns. A tuple 

of two integers allows you to specify (

vertical_padding, horizontal_

padding). Default = 0.

• 

dilation: For an explanation on how dilation works, refer to Chapter 

7

.  

An integer