Method __init__

basically more flexible than v1, architecture is the same Does this look complicated? Nah bro. Functionality > usability This does everything you need, including world peace. Questions? -> f.isensee@dkfz.de

(self, input_channels, base_num_features, num_classes, num_pool, num_conv_per_stage=2,
                 feat_map_mul_on_downscale=2, conv_op=nn.Conv2d,
                 norm_op=nn.BatchNorm2d, norm_op_kwargs=None,
                 dropout_op=nn.Dropout2d, dropout_op_kwargs=None,
                 nonlin=nn.LeakyReLU, nonlin_kwargs=None, highway = False, deep_supervision=False, anchor_out=False, dropout_in_localization=False,
                 final_nonlin=sigmoid_helper, weightInitializer=InitWeights_He(1e-2), pool_op_kernel_sizes=None,
                 conv_kernel_sizes=None,
                 upscale_logits=False, convolutional_pooling=False, convolutional_upsampling=False,
                 max_num_features=None, basic_block=ConvDropoutNormNonlin,
                 seg_output_use_bias=False)