What will be the output size, if the input to convolution layer of neural network is an image of size 128X128X3 and 40 filters of size 5X5 are applied to it?
you can use this formula [(W−K+2P)/S]+1
.
So, we input into the formula:
Output_Shape = (128-5+0)/1+1
Output_Shape = (124,124,40)
NOTE: Stride defaults to 1 if not provided and the 40
in (124, 124, 40)
is the number of filters provided by the user.