mindspore.dataset
=================

.. automodule:: mindspore.dataset

Vision
-------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_inherited.rst

    mindspore.dataset.Caltech101Dataset
    mindspore.dataset.Caltech256Dataset
    mindspore.dataset.CelebADataset
    mindspore.dataset.Cifar10Dataset
    mindspore.dataset.Cifar100Dataset
    mindspore.dataset.CityscapesDataset
    mindspore.dataset.CocoDataset
    mindspore.dataset.DIV2KDataset
    mindspore.dataset.EMnistDataset
    mindspore.dataset.FakeImageDataset
    mindspore.dataset.FashionMnistDataset
    mindspore.dataset.FlickrDataset
    mindspore.dataset.Flowers102Dataset
    mindspore.dataset.ImageFolderDataset
    mindspore.dataset.KMnistDataset
    mindspore.dataset.ManifestDataset
    mindspore.dataset.MnistDataset
    mindspore.dataset.PhotoTourDataset
    mindspore.dataset.Places365Dataset
    mindspore.dataset.QMnistDataset
    mindspore.dataset.SBDataset
    mindspore.dataset.SBUDataset
    mindspore.dataset.SemeionDataset
    mindspore.dataset.STL10Dataset
    mindspore.dataset.SVHNDataset
    mindspore.dataset.USPSDataset
    mindspore.dataset.VOCDataset
    mindspore.dataset.WIDERFaceDataset

Text
-----

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_inherited.rst

    mindspore.dataset.AGNewsDataset
    mindspore.dataset.AmazonReviewDataset
    mindspore.dataset.CLUEDataset
    mindspore.dataset.CoNLL2000Dataset
    mindspore.dataset.CSVDataset
    mindspore.dataset.DBpediaDataset
    mindspore.dataset.EnWik9Dataset
    mindspore.dataset.IMDBDataset
    mindspore.dataset.IWSLT2016Dataset
    mindspore.dataset.IWSLT2017Dataset
    mindspore.dataset.PennTreebankDataset
    mindspore.dataset.SogouNewsDataset
    mindspore.dataset.TextFileDataset
    mindspore.dataset.UDPOSDataset
    mindspore.dataset.WikiTextDataset
    mindspore.dataset.YahooAnswersDataset
    mindspore.dataset.YelpReviewDataset

Audio
------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_inherited.rst

    mindspore.dataset.LJSpeechDataset
    mindspore.dataset.SpeechCommandsDataset
    mindspore.dataset.TedliumDataset
    mindspore.dataset.YesNoDataset

Standard Format
----------------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_inherited.rst

    mindspore.dataset.CSVDataset
    mindspore.dataset.MindDataset
    mindspore.dataset.TFRecordDataset

User Defined
--------------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_inherited.rst

    mindspore.dataset.GeneratorDataset
    mindspore.dataset.NumpySlicesDataset
    mindspore.dataset.PaddedDataset
    mindspore.dataset.RandomDataset

Graph
------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_inherited.rst

    mindspore.dataset.GraphData

Sampler
--------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_inherited_sampler.rst

    mindspore.dataset.DistributedSampler
    mindspore.dataset.PKSampler
    mindspore.dataset.RandomSampler
    mindspore.dataset.SequentialSampler
    mindspore.dataset.SubsetRandomSampler
    mindspore.dataset.SubsetSampler
    mindspore.dataset.WeightedRandomSampler

Others
-------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_inherited.rst

    mindspore.dataset.BatchInfo
    mindspore.dataset.DatasetCache
    mindspore.dataset.DSCallback
    mindspore.dataset.SamplingStrategy
    mindspore.dataset.Schema
    mindspore.dataset.Shuffle
    mindspore.dataset.WaitedDSCallback
    mindspore.dataset.OutputFormat
    mindspore.dataset.compare
    mindspore.dataset.deserialize
    mindspore.dataset.serialize
    mindspore.dataset.show
    mindspore.dataset.utils.imshow_det_bbox
    mindspore.dataset.zip