Method __init__

This code implements the Fully Convolutional DenseNet described in https://arxiv.org/abs/1611.09326 The network consist of a downsampling path, where dense blocks and transition down are applied, followed by an upsampling path where transition up and dense blocks are applied

(self,
                 input_shape=(None, 3, None, None),
                 n_classes=11,
                 n_filters_first_conv=48,
                 n_pool=4,
                 growth_rate=12,
                 n_layers_per_block=5,
                 dropout_p=0.2)