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

.. automodule:: mindspore.dataset

Vision
-------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_dataset.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.Food101Dataset
    mindspore.dataset.ImageFolderDataset
    mindspore.dataset.KITTIDataset
    mindspore.dataset.KMnistDataset
    mindspore.dataset.LFWDataset
    mindspore.dataset.LSUNDataset
    mindspore.dataset.ManifestDataset
    mindspore.dataset.MnistDataset
    mindspore.dataset.OmniglotDataset
    mindspore.dataset.PhotoTourDataset
    mindspore.dataset.Places365Dataset
    mindspore.dataset.QMnistDataset
    mindspore.dataset.RenderedSST2Dataset
    mindspore.dataset.SBDataset
    mindspore.dataset.SBUDataset
    mindspore.dataset.SemeionDataset
    mindspore.dataset.STL10Dataset
    mindspore.dataset.SUN397Dataset
    mindspore.dataset.SVHNDataset
    mindspore.dataset.USPSDataset
    mindspore.dataset.VOCDataset
    mindspore.dataset.WIDERFaceDataset

Text
-----

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

    mindspore.dataset.AGNewsDataset
    mindspore.dataset.AmazonReviewDataset
    mindspore.dataset.CLUEDataset
    mindspore.dataset.CoNLL2000Dataset
    mindspore.dataset.DBpediaDataset
    mindspore.dataset.EnWik9Dataset
    mindspore.dataset.IMDBDataset
    mindspore.dataset.IWSLT2016Dataset
    mindspore.dataset.IWSLT2017Dataset
    mindspore.dataset.Multi30kDataset
    mindspore.dataset.PennTreebankDataset
    mindspore.dataset.SogouNewsDataset
    mindspore.dataset.SQuADDataset
    mindspore.dataset.SST2Dataset
    mindspore.dataset.TextFileDataset
    mindspore.dataset.UDPOSDataset
    mindspore.dataset.WikiTextDataset
    mindspore.dataset.YahooAnswersDataset
    mindspore.dataset.YelpReviewDataset

Audio
------

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

    mindspore.dataset.CMUArcticDataset
    mindspore.dataset.GTZANDataset
    mindspore.dataset.LibriTTSDataset
    mindspore.dataset.LJSpeechDataset
    mindspore.dataset.SpeechCommandsDataset
    mindspore.dataset.TedliumDataset
    mindspore.dataset.YesNoDataset

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

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

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

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

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

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

Graph
------

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

    mindspore.dataset.ArgoverseDataset
    mindspore.dataset.Graph
    mindspore.dataset.GraphData
    mindspore.dataset.InMemoryGraphDataset

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

Config
-------

The configuration module provides various functions to set and get the supported configuration parameters, and read a configuration file.

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

    mindspore.dataset.config.set_sending_batches
    mindspore.dataset.config.load
    mindspore.dataset.config.set_seed
    mindspore.dataset.config.get_seed
    mindspore.dataset.config.set_prefetch_size
    mindspore.dataset.config.get_prefetch_size
    mindspore.dataset.config.set_num_parallel_workers
    mindspore.dataset.config.get_num_parallel_workers
    mindspore.dataset.config.set_numa_enable
    mindspore.dataset.config.get_numa_enable
    mindspore.dataset.config.set_monitor_sampling_interval
    mindspore.dataset.config.get_monitor_sampling_interval
    mindspore.dataset.config.set_callback_timeout
    mindspore.dataset.config.get_callback_timeout
    mindspore.dataset.config.set_auto_num_workers
    mindspore.dataset.config.get_auto_num_workers
    mindspore.dataset.config.set_enable_shared_mem
    mindspore.dataset.config.get_enable_shared_mem
    mindspore.dataset.config.set_enable_autotune
    mindspore.dataset.config.get_enable_autotune
    mindspore.dataset.config.set_autotune_interval
    mindspore.dataset.config.get_autotune_interval
    mindspore.dataset.config.set_auto_offload
    mindspore.dataset.config.get_auto_offload
    mindspore.dataset.config.set_enable_watchdog
    mindspore.dataset.config.get_enable_watchdog
    mindspore.dataset.config.set_fast_recovery
    mindspore.dataset.config.get_fast_recovery
    mindspore.dataset.config.set_multiprocessing_timeout_interval
    mindspore.dataset.config.get_multiprocessing_timeout_interval
    mindspore.dataset.config.set_error_samples_mode
    mindspore.dataset.config.get_error_samples_mode
    mindspore.dataset.config.ErrorSamplesMode

Others
-------

.. autosummary::
    :toctree: dataset
    :nosignatures:
    :template: classtemplate_dataset.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.sync_wait_for_dataset
    mindspore.dataset.utils.imshow_det_bbox