
It adds a series of extra feature layerson top of VGG. If the highres parameter is True during its construction, it will append an extra convolution. This is useful for the SSD512 version of the model.
As discussed on section 3 of the paper, the fully connected layers of the original VGG are converted to convolutions with the first one using Atrous. Moreover maxpool5’s stride and kernel size is modified.
