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github_url:https://github.com/Project-MONAI/MONAI

Data

Generic Interfaces

.. currentmodule:: monai.data

Dataset

.. autoclass:: Dataset
  :members:
  :special-members: __getitem__

PersistentDataset

.. autoclass:: PersistentDataset
  :members:
  :special-members: __getitem__

CacheDataset

.. autoclass:: CacheDataset
  :members:
  :special-members: __getitem__

SmartCacheDataset

.. autoclass:: SmartCacheDataset
  :members:
  :special-members: __getitem__

ZipDataset

.. autoclass:: ZipDataset
  :members:
  :special-members: __getitem__

ArrayDataset

.. autoclass:: ArrayDataset
  :members:
  :special-members: __getitem__

Patch-based dataset

GridPatchDataset

.. autoclass:: GridPatchDataset
  :members:

PatchDataset

.. autoclass:: PatchDataset
  :members:

Image reader

ITKReader

.. autoclass:: ITKReader
  :members:

NibabelReader

.. autoclass:: NibabelReader
  :members:

NumpyReader

.. autoclass:: NumpyReader
  :members:

PILReader

.. autoclass:: PILReader
  :members:

Nifti format handling

Reading

.. autoclass:: monai.data.NiftiDataset
  :members:

Writing Nifti

.. autoclass:: monai.data.NiftiSaver
  :members:


.. autofunction:: monai.data.write_nifti

PNG format handling

Writing PNG

.. autoclass:: monai.data.PNGSaver
  :members:


.. autofunction:: monai.data.write_png

Synthetic

.. automodule:: monai.data.synthetic
  :members:

Utilities

.. automodule:: monai.data.utils
  :members:

Decathlon Datalist

.. autofunction:: monai.data.load_decathlon_datalist

DataLoader

.. autofunction:: monai.data.DataLoader