niftynet.network.holistic_scalenet module

class niftynet.network.holistic_scalenet.HolisticNet(num_classes, w_initializer=None, w_regularizer=None, b_initializer=None, b_regularizer=None, acti_func='elu', name='HolisticScaleNet')

Bases: niftynet.network.scalenet.ScaleNet

layer_op(input_tensor, is_training, layer_id=-1)

class niftynet.network.holistic_scalenet.MergeLayer(func, w_initializer=None, w_regularizer=None, acti_func='elu', name='MergeLayer')

Bases: niftynet.layer.base_layer.TrainableLayer

layer_op(roots)

class niftynet.network.holistic_scalenet.ScoreLayer(num_features=None, w_initializer=None, w_regularizer=None, num_classes=1, acti_func='elu', name='ScoreLayer')

Bases: niftynet.layer.base_layer.TrainableLayer

layer_op(input_tensor, is_training, layer_id=-1)