niftynet.application.segmentation_application module

class SegmentationApplication(net_param, action_param, is_training)

Bases: niftynet.application.base_application.BaseApplication

REQUIRED_CONFIG_SECTION = 'SEGMENTATION'

initialise_dataset_loader(data_param=None, task_param=None, data_partitioner=None)

initialise_uniform_sampler()

initialise_weighted_sampler()

initialise_resize_sampler()

initialise_grid_sampler()

initialise_grid_aggregator()

initialise_resize_aggregator()

initialise_sampler()

initialise_network()

connect_data_and_network(outputs_collector=None, gradients_collector=None)

interpret_output(batch_output)