All symbols in TensorFlow Datasets
Skip to main content
Install
Learn
Introduction
New to TensorFlow?
Tutorials
Learn how to use TensorFlow with end-to-end examples
Guide
Learn framework concepts and components
Learn ML
Educational resources to master your path with TensorFlow
API
TensorFlow (v2.16.1)
Versions…
TensorFlow.js
TensorFlow Lite
TFX
Resources
LIBRARIES
TensorFlow.js
Develop web ML applications in JavaScript
TensorFlow Lite
Deploy ML on mobile, microcontrollers and other edge devices
TFX
Build production ML pipelines
All libraries
Create advanced models and extend TensorFlow
RESOURCES
Models & datasets
Pre-trained models and datasets built by Google and the community
Tools
Tools to support and accelerate TensorFlow workflows
Responsible AI
Resources for every stage of the ML workflow
Recommendation systems
Build recommendation systems with open source tools
Community
Groups
User groups, interest groups and mailing lists
Contribute
Guide for contributing to code and documentation
Blog
Stay up to date with all things TensorFlow
Forum
Discussion platform for the TensorFlow community
Why TensorFlow
About
Case studies
/
English
中文 – 简体
GitHub
Sign in
Datasets
Overview
Catalog
Community Catalog
Guide
API
Install
Learn
More
API
More
Resources
More
Overview
Catalog
Community Catalog
Guide
API
Community
More
Why TensorFlow
More
GitHub
All Symbols
tfds
Overview
ReadConfig
Split
as_dataframe
as_numpy
benchmark
builder
builder_cls
builder_from_directories
builder_from_directory
data_source
dataset_collection
disable_progress_bar
display_progress_bar
enable_progress_bar
even_splits
is_dataset_on_gcs
list_builders
list_dataset_collections
load
split_for_jax_process
tfds.beam
Overview
ReadFromTFDS
inc_counter
tfds.core
Overview
BeamBasedBuilder
BeamMetadataDict
BenchmarkResult
BuilderConfig
DatasetBuilder
DatasetCollectionLoader
DatasetIdentity
DatasetInfo
DatasetNotFoundError
Experiment
FileFormat
GeneratorBasedBuilder
Metadata
MetadataDict
Path
ReadInstruction
SequentialWriter
ShardedFileTemplate
SplitDict
SplitGenerator
SplitInfo
Version
add_data_dir
as_path
gcs_path
lazy_imports
tfds_path
tfds.dataset_builders
Overview
AdhocBuilder
ConllBuilderConfig
ConllDatasetBuilder
ConllUBuilderConfig
ConllUDatasetBuilder
HuggingfaceDatasetBuilder
TfDataBuilder
ViewBuilder
ViewConfig
store_as_tfds_dataset
tfds.decode
Overview
Decoder
PartialDecoding
SkipDecoding
make_decoder
tfds.deprecated
Overview
add_checksums_dir
text
Overview
ByteTextEncoder
SubwordTextEncoder
TextEncoder
TextEncoderConfig
TokenTextEncoder
Tokenizer
tfds.download
Overview
ComputeStatsMode
DownloadConfig
DownloadError
DownloadManager
ExtractMethod
GenerateMode
Resource
iter_archive
tfds.features
Overview
Audio
BBox
BBoxFeature
ClassLabel
Dataset
DocArg
Documentation
Encoding
FeatureConnector
FeaturesDict
Image
LabeledImage
Scalar
Sequence
Tensor
TensorInfo
Text
Video
tfds.folder_dataset
Overview
ImageFolder
TranslateFolder
compute_split_info
compute_split_info_from_directory
write_metadata
tfds.testing
Overview
DatasetBuilderTestCase
DatasetBuilderTestCase.failureException
DummyBeamDataset
DummyDataset
DummyDatasetCollection
DummyDatasetSharedGenerator
DummyMnist
DummyParser
DummySerializer
FeatureExpectationItem
FeatureExpectationsTestCase
MockFs
MockPolicy
PickableDataSourceMock
RaggedConstant
SubTestCase
TestCase
assert_features_equal
fake_examples_dir
make_tmp_dir
mock_data
mock_kaggle_api
rm_tmp_dir
run_in_graph_and_eager_modes
test_main
tmp_dir
tfds.transform
Overview
Example
ExampleTransformFn
Key
KeyExample
apply_do_fn
apply_filter
apply_fn
apply_transformations
remove_feature
rename_feature
rename_features
tfds.typing
Overview
DecoderArg
Dim
FeatureSpecs
Json
JsonValue
Key
KeySerializedExample
ListOrElem
ListOrTreeOrElem
NpArrayOrScalar
NpArrayOrScalarDict
PathLike
Shape
SplitArg
TensorDict
Tree
TreeDict
TupleOrList
tfds.visualization
Overview
GraphVisualizer
GraphVisualizerMetadataDict
ImageGridVisualizer
Visualizer
show_examples
show_statistics
Introduction
Tutorials
Guide
Learn ML
TensorFlow (v2.16.1)
Versions…
TensorFlow.js
TensorFlow Lite
TFX
LIBRARIES
TensorFlow.js
TensorFlow Lite
TFX
All libraries
RESOURCES
Models & datasets
Tools
Responsible AI
Recommendation systems
Groups
Contribute
Blog
Forum
About
Case studies
TFDS now supports the Croissant 🥐 format! Read the
documentation
to know more.
TensorFlow
Resources
Datasets
API
All symbols in TensorFlow Datasets
Stay organized with collections
Save and categorize content based on your preferences.
Primary symbols
tfds
tfds.GenerateMode
tfds.ImageFolder
tfds.ReadConfig
tfds.Split
tfds.TranslateFolder
tfds.as_dataframe
tfds.as_numpy
tfds.beam
tfds.beam.ReadFromTFDS
tfds.beam.inc_counter
tfds.benchmark
tfds.builder
tfds.builder_cls
tfds.builder_from_directories
tfds.builder_from_directory
tfds.core
tfds.core.BeamBasedBuilder
tfds.core.BeamMetadataDict
tfds.core.BenchmarkResult
tfds.core.BuilderConfig
tfds.core.DatasetBuilder
tfds.core.DatasetCollectionLoader
tfds.core.DatasetIdentity
tfds.core.DatasetInfo
tfds.core.DatasetNotFoundError
tfds.core.Experiment
tfds.core.FileFormat
tfds.core.GeneratorBasedBuilder
tfds.core.Metadata
tfds.core.MetadataDict
tfds.core.Path
tfds.core.ReadInstruction
tfds.core.SequentialWriter
tfds.core.ShardedFileTemplate
tfds.core.SplitDict
tfds.core.SplitGenerator
tfds.core.SplitInfo
tfds.core.Version
tfds.core.add_data_dir
tfds.core.as_path
tfds.core.gcs_path
tfds.core.lazy_imports
tfds.core.tfds_path
tfds.data_source
tfds.dataset_builders
tfds.dataset_builders.AdhocBuilder
tfds.dataset_builders.ConllBuilderConfig
tfds.dataset_builders.ConllDatasetBuilder
tfds.dataset_builders.ConllUBuilderConfig
tfds.dataset_builders.ConllUDatasetBuilder
tfds.dataset_builders.HuggingfaceDatasetBuilder
tfds.dataset_builders.TfDataBuilder
tfds.dataset_builders.ViewBuilder
tfds.dataset_builders.ViewConfig
tfds.dataset_builders.store_as_tfds_dataset
tfds.dataset_collection
tfds.decode
tfds.decode.Decoder
tfds.decode.PartialDecoding
tfds.decode.SkipDecoding
tfds.decode.make_decoder
tfds.deprecated
tfds.deprecated.add_checksums_dir
tfds.deprecated.text
tfds.deprecated.text.ByteTextEncoder
tfds.deprecated.text.SubwordTextEncoder
tfds.deprecated.text.TextEncoder
tfds.deprecated.text.TextEncoderConfig
tfds.deprecated.text.TokenTextEncoder
tfds.deprecated.text.Tokenizer
tfds.disable_progress_bar
tfds.display_progress_bar
tfds.download
tfds.download.ComputeStatsMode
tfds.download.DownloadConfig
tfds.download.DownloadError
tfds.download.DownloadManager
tfds.download.ExtractMethod
tfds.download.GenerateMode
tfds.download.Resource
tfds.download.add_checksums_dir
tfds.download.iter_archive
tfds.enable_progress_bar
tfds.even_splits
tfds.features
tfds.features.Audio
tfds.features.BBox
tfds.features.BBoxFeature
tfds.features.ClassLabel
tfds.features.Dataset
tfds.features.DocArg
tfds.features.Documentation
tfds.features.Encoding
tfds.features.FeatureConnector
tfds.features.FeaturesDict
tfds.features.Image
tfds.features.LabeledImage
tfds.features.Scalar
tfds.features.Sequence
tfds.features.Tensor
tfds.features.TensorInfo
tfds.features.Text
tfds.features.Video
tfds.folder_dataset
tfds.folder_dataset.ImageFolder
tfds.folder_dataset.TranslateFolder
tfds.folder_dataset.compute_split_info
tfds.folder_dataset.compute_split_info_from_directory
tfds.folder_dataset.write_metadata
tfds.is_dataset_on_gcs
tfds.list_builders
tfds.list_dataset_collections
tfds.load
tfds.show_examples
tfds.show_statistics
tfds.split_for_jax_process
tfds.testing
tfds.testing.DatasetBuilderTestCase
tfds.testing.DatasetBuilderTestCase.failureException
tfds.testing.DummyBeamDataset
tfds.testing.DummyDataset
tfds.testing.DummyDatasetCollection
tfds.testing.DummyDatasetSharedGenerator
tfds.testing.DummyMnist
tfds.testing.DummyParser
tfds.testing.DummySerializer
tfds.testing.FeatureExpectationItem
tfds.testing.FeatureExpectationsTestCase
tfds.testing.FeatureExpectationsTestCase.failureException
tfds.testing.MockFs
tfds.testing.MockPolicy
tfds.testing.PickableDataSourceMock
tfds.testing.RaggedConstant
tfds.testing.SubTestCase
tfds.testing.SubTestCase.failureException
tfds.testing.TestCase
tfds.testing.TestCase.failureException
tfds.testing.assert_features_equal
tfds.testing.fake_examples_dir
tfds.testing.make_tmp_dir
tfds.testing.mock_data
tfds.testing.mock_kaggle_api
tfds.testing.rm_tmp_dir
tfds.testing.run_in_graph_and_eager_modes
tfds.testing.test_main
tfds.testing.tmp_dir
tfds.transform
tfds.transform.Example
tfds.transform.ExampleTransformFn
tfds.transform.Key
tfds.transform.KeyExample
tfds.transform.apply_do_fn
tfds.transform.apply_filter
tfds.transform.apply_fn
tfds.transform.apply_transformations
tfds.transform.remove_feature
tfds.transform.rename_feature
tfds.transform.rename_features
tfds.typing
tfds.typing.DecoderArg
tfds.typing.Dim
tfds.typing.FeatureSpecs
tfds.typing.Json
tfds.typing.JsonValue
tfds.typing.Key
tfds.typing.KeySerializedExample
tfds.typing.ListOrElem
tfds.typing.ListOrTreeOrElem
tfds.typing.NpArrayOrScalar
tfds.typing.NpArrayOrScalarDict
tfds.typing.PathLike
tfds.typing.Shape
tfds.typing.SplitArg
tfds.typing.TensorDict
tfds.typing.Tree
tfds.typing.TreeDict
tfds.typing.TupleOrList
tfds.visualization
tfds.visualization.GraphVisualizer
tfds.visualization.GraphVisualizerMetadataDict
tfds.visualization.ImageGridVisualizer
tfds.visualization.Visualizer
tfds.visualization.show_examples
tfds.visualization.show_statistics
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-04-26 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]
Stay connected
Blog
Forum
GitHub
Twitter
YouTube
Support
Issue tracker
Release notes
Stack Overflow
Brand guidelines
Cite TensorFlow
Terms
Privacy
Manage cookies
Sign up for the TensorFlow newsletter
Subscribe
English
中文 – 简体