dacapo.experiments.trainers.gp_augments.augment_config

Classes

AugmentConfig

Base class for gunpowder augment configurations. Each subclass of a Augment

Module Contents

class dacapo.experiments.trainers.gp_augments.augment_config.AugmentConfig

Base class for gunpowder augment configurations. Each subclass of a Augment should have a corresponding config class derived from AugmentConfig.

_raw_key

Key for raw data. Not used in this implementation. Defaults to None.

_gt_key

Key for ground truth data. Not used in this implementation. Defaults to None.

_mask_key

Key for mask data. Not used in this implementation. Defaults to None.

node(_raw_key=None, _gt_key=None, _mask_key=None)

Get a gp.Augment node.

abstract node(raw_key: gunpowder.ArrayKey, gt_key: gunpowder.ArrayKey, mask_key: gunpowder.ArrayKey) → gunpowder.BatchFilter

Get a gunpowder augment node.

Parameters:

  • raw_key (gp.ArrayKey) – Key for raw data.

  • gt_key (gp.ArrayKey) – Key for ground truth data.

  • mask_key (gp.ArrayKey) – Key for mask data.

Returns:

Augmentation node which can be incorporated in the pipeline.

Return type:

gunpowder.BatchFilter

Raises:

NotImplementedError – This method is not implemented.

Examples

>>> node = augment_config.node(raw_key, gt_key, mask_key)