:py:mod:`tfds_defect_detection.data`
====================================

.. py:module:: tfds_defect_detection.data


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

Classes
~~~~~~~

.. autoapisummary::

   tfds_defect_detection.data.DatasetBuilder




.. py:class:: DatasetBuilder(**data: Any)

   Bases: :py:obj:`pydantic.BaseModel`

   .. py:class:: Config

      .. py:attribute:: arbitrary_types_allowed
         :annotation: = True

         

      .. py:attribute:: underscore_attrs_are_private
         :annotation: = True

         


   .. py:property:: ds


   .. py:property:: num_classes


   .. py:property:: num_files


   .. py:attribute:: anomaly_composition
      

      

   .. py:attribute:: anomaly_size
      :annotation: :Optional[int]

      

   .. py:attribute:: batch_size
      :annotation: = 8

      

   .. py:attribute:: color_dict
      

      

   .. py:attribute:: create_artificial_anomalies
      :annotation: = True

      

   .. py:attribute:: crop_to_aspect_ratio
      :annotation: = False

      

   .. py:attribute:: drop_masks
      :annotation: = False

      

   .. py:attribute:: global_transform
      

      

   .. py:attribute:: height
      :annotation: = 256

      

   .. py:attribute:: image_directory
      

      

   .. py:attribute:: mask_directory
      :annotation: :Optional[pathlib.Path]

      

   .. py:attribute:: pairing_mode
      :annotation: :typing_extensions.Literal[result_only, result_with_original, result_with_contrastive_pair] = result_only

      

   .. py:attribute:: peek
      :annotation: = True

      

   .. py:attribute:: process_deviation
      

      

   .. py:attribute:: repeat
      :annotation: = True

      

   .. py:attribute:: seed
      :annotation: = 123

      

   .. py:attribute:: shuffle
      :annotation: = True

      

   .. py:attribute:: subset
      :annotation: :typing_extensions.Literal[training, validation, ] = training

      

   .. py:attribute:: validation_split
      :annotation: = 0.2

      

   .. py:attribute:: width
      :annotation: = 256

      

   .. py:method:: peek_dataset()