dacapo.experiments.datasplits.datasets.raw_gt_dataset_config
============================================================

.. py:module:: dacapo.experiments.datasplits.datasets.raw_gt_dataset_config


Classes
-------

.. autoapisummary::

   dacapo.experiments.datasplits.datasets.raw_gt_dataset_config.RawGTDatasetConfig


Module Contents
---------------

.. py:class:: RawGTDatasetConfig



   This is a configuration class for the standard dataset with both raw and GT Array.

   The configuration includes array configurations for raw data, ground truth data and mask data.
   The configuration for ground truth (GT) data is mandatory, whereas configurations for raw
   and mask data are optional. It also includes an optional list of points around which training samples
   will be extracted.

   .. attribute:: dataset_type

      The type of dataset that is being configured.

      :type: class

   .. attribute:: raw_config

      Configuration for the raw data associated with this dataset.

      :type: Optional[ArrayConfig]

   .. attribute:: gt_config

      Configuration for the ground truth data associated with this dataset.

      :type: Optional[ArrayConfig]

   .. attribute:: mask_config

      An optional mask configuration that sets the loss
      equal to zero on voxels where the mask is 1.

      :type: Optional[ArrayConfig]

   .. attribute:: sample_points

      An optional list of points around which
      training samples will be extracted.

      :type: Optional[List[Coordinate]]

   .. method:: verify

      A method to verify the validity of the configuration.

   .. rubric:: Notes

   This class is used to create a configuration object for the standard dataset with both raw and GT Array.


   .. py:attribute:: dataset_type


   .. py:attribute:: raw_config
      :type:  Optional[dacapo.experiments.datasplits.datasets.arrays.ArrayConfig]


   .. py:attribute:: gt_config
      :type:  Optional[dacapo.experiments.datasplits.datasets.arrays.ArrayConfig]


   .. py:attribute:: mask_config
      :type:  Optional[dacapo.experiments.datasplits.datasets.arrays.ArrayConfig]


   .. py:attribute:: sample_points
      :type:  Optional[List[funlib.geometry.Coordinate]]