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.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_dataset.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_dataset.rst

    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

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