niftynet.network.highres3dnet_large module¶
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class
HighRes3DNetLarge
(num_classes, w_initializer=None, w_regularizer=None, b_initializer=None, b_regularizer=None, acti_func='relu', name='HighRes3DNet')[source]¶ Bases:
niftynet.network.base_net.BaseNet
implementation of HighRes3DNet:
Li et al., “On the compactness, efficiency, and representation of 3D convolutional networks: Brain parcellation as a pretext task”, IPMI ‘17(This is a larger version with an additional 3x3x3 convolution)