tfds.decode.PartialDecoding  |  TensorFlow Datasets (original) (raw)

tfds.decode.PartialDecoding

Allow to decode a subset of features.

tfds.decode.PartialDecoding(
    features: tfds.typing.FeatureSpecs,
    decoders: Optional[utils.TreeDict[base.Decoder]] = None
)

See guide:

https://www.tensorflow.org/datasets/decode#only_decode_a_sub-set_of_the_features

Args
features A nested dict of tfds.features.FeatureConnector
decoders Optional additional decoders to apply (e.g.tfds.decode.SkipDecoding())

Methods

View source

extract_features(
    features: tfds.features.FeatureConnector
) -> tfds.features.FeatureConnector

Returns the tfds.features.FeaturesDict.

Extract the subset of features

Args
features Features on which extract the sub-set
Returns
features_subset A subset of the features

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Last updated 2024-04-26 UTC.