filter parameter not used for blocks.vgg_fc

[NickleDave]

Currently block.vgg_fc has a filters argument but the calls to set up the layers are set to a constant 4096

def vgg_fc(filters, weight_decay=0., block_name='block5'):
...
    def f(x):
        fc6 = Conv2D(filters=4096, kernel_size=(7, 7),
                     activation='relu', padding='same',
                     dilation_rate=(2, 2),
                     kernel_initializer='he_normal',
                     kernel_regularizer=l2(weight_decay),
name='{}_fc6'.format(block_name))(x)
...

Is that intentional? For my use case I needed to decrease the number of filters.

I'd be happy to submit a PR if that's just a minor bug fix

[JihongJu]

Hi. You are more than welcome to send a PR. Actually, all the arguments for the Conv layers, or any other layers that have arguments, should be changeable.