Why use a Dense 512 node layer before the final binary classification node?

[alvaroramajo]

Hi, @Brendon_Wolff-Piggot !

The final dense layers are the ones that are going to extract the information for the final output given the features extracted by the CNN’s. The exact number of neurons is nothing strictly stipulated and you can try with a different configuration to further optimize the network performance.