fiftyone.utils.fiw.FIWDatasetImporter

class documentation

class FIWDatasetImporter(foud.BatchDatasetImporter): (source)

Constructor: FIWDatasetImporter(dataset_dir, shuffle, seed, max_samples)

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Importer for Faces in the Wild-formatted datasets stored on disk.

See this page for format details.

Method import_samples Imports samples and labels stored on disk following the format of the Families in the Wild dataset.

Inherited from BatchDatasetImporter:

Method __next__ Returns information about the next sample in the dataset.
Property has_dataset_info Whether this importer produces a dataset info dictionary.

Inherited from DatasetImporter (via BatchDatasetImporter):

Method __enter__ Undocumented
Method __exit__ Undocumented
Method __init__ Undocumented
Method __iter__ Undocumented
Method __len__ The total number of samples that will be imported.
Method close Performs any necessary actions after the last sample has been imported.
Method get_dataset_info Returns the dataset info for the dataset.
Method setup Performs any necessary setup before importing the first sample in the dataset.
Method _preprocess_list Internal utility that preprocesses the given list---which is presumed to be a list defining the samples that should be imported---by applying the values of the shuffle, seed, and max_samples parameters of the importer.
def import_samples(self, dataset, tags=None): (source) ΒΆ
overrides fiftyone.utils.data.importers.BatchDatasetImporter.import_samples

Imports samples and labels stored on disk following the format of the Families in the Wild dataset.

Parameters
dataseta fiftyone.core.dataset.Dataset
tags:Nonean optional list of tags to attach to each sample
Returns
a list of IDs of the samples that were added to the dataset