fiftyone.zoo.datasets.base.FiftyOneDataset

class documentation

class FiftyOneDataset(fozd.ZooDataset): (source)

Known subclasses: fiftyone.zoo.datasets.base.ActivityNet100Dataset, fiftyone.zoo.datasets.base.ActivityNet200Dataset, fiftyone.zoo.datasets.base.BDD100KDataset, fiftyone.zoo.datasets.base.Caltech101Dataset, fiftyone.zoo.datasets.base.Caltech256Dataset, fiftyone.zoo.datasets.base.CityscapesDataset, fiftyone.zoo.datasets.base.COCO2014Dataset, fiftyone.zoo.datasets.base.COCO2017Dataset, fiftyone.zoo.datasets.base.FIWDataset, fiftyone.zoo.datasets.base.HMDB51Dataset, fiftyone.zoo.datasets.base.ImageNetSampleDataset, fiftyone.zoo.datasets.base.Kinetics400Dataset, fiftyone.zoo.datasets.base.Kinetics600Dataset, fiftyone.zoo.datasets.base.Kinetics7002020Dataset, fiftyone.zoo.datasets.base.Kinetics700Dataset, fiftyone.zoo.datasets.base.KITTIDataset, fiftyone.zoo.datasets.base.KITTIMultiviewDataset, fiftyone.zoo.datasets.base.LabeledFacesInTheWildDataset, fiftyone.zoo.datasets.base.OpenImagesV6Dataset, fiftyone.zoo.datasets.base.OpenImagesV7Dataset, fiftyone.zoo.datasets.base.PlacesDataset, fiftyone.zoo.datasets.base.Quickstart3DDataset, fiftyone.zoo.datasets.base.QuickstartDataset, fiftyone.zoo.datasets.base.QuickstartGeoDataset, fiftyone.zoo.datasets.base.QuickstartGroupsDataset, fiftyone.zoo.datasets.base.QuickstartVideoDataset, fiftyone.zoo.datasets.base.SamaCOCODataset, fiftyone.zoo.datasets.base.UCF101Dataset

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Base class for zoo datasets that are provided natively by FiftyOne.

Inherited from ZooDataset:

Static Method get_info_path Returns the path to the ZooDatasetInfo for the dataset.
Static Method has_info Determines whether the directory contains ZooDatasetInfo.
Static Method load_info Loads the ZooDatasetInfo from the given dataset directory.
Method download_and_prepare Downloads the dataset and prepares it for use.
Method get_split_dir Returns the directory for the given split of the dataset.
Method has_split Whether the dataset has the given split.
Method has_tag Whether the dataset has the given tag.
Property has_patches Whether the dataset has patches that may need to be applied to already downloaded files.
Property has_splits Whether the dataset has splits.
Property has_tags Whether the dataset has tags.
Property importer_kwargs A dict of default kwargs to pass to this dataset's fiftyone.utils.data.importers.DatasetImporter.
Property is_remote Whether the dataset is remotely-sourced.
Property name The name of the dataset.
Property parameters An optional dict of parameters describing the configuration of the zoo dataset when it was downloaded.
Property requires_manual_download Whether this dataset requires some files to be manually downloaded by the user before the dataset can be loaded.
Property supported_splits A tuple of supported splits for the dataset, or None if the dataset does not have splits.
Property supports_partial_downloads Whether the dataset supports downloading partial subsets of its splits.
Property tags A tuple of tags for the dataset.
Method _download_and_prepare Internal implementation of downloading the dataset and preparing it for use in the given directory.
Method _get_splits_to_download Undocumented
Method _is_dataset_ready Undocumented
Method _is_split_ready Undocumented
Method _patch_if_necessary Internal method called when an already downloaded dataset may need to be patched.