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TensorFlow Datasets
https://www.tensorflow.org/datasets
WEBTensorFlow Datasets is a collection of datasets ready to use, with TensorFlow or other Python ML frameworks, such as Jax. All datasets are exposed as tf.data.Datasets, enabling easy-to-use and high-performance input pipelines. To get …
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TensorFlow Datasets
https://www.tensorflow.org/datasets/overview
WEBOct 3, 2023 · Datasets. Guide. TensorFlow Datasets. bookmark_border. On this page. Installation. Find available datasets. Load a dataset. tfds.load. tfds.builder. TFDS provides a collection of ready-to-use datasets for use with TensorFlow, Jax, …
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TensorFlow Datasets
https://www.tensorflow.org/datasets/catalog/overview
WEBApr 18, 2024 · TensorFlow. Resources. Datasets. Catalog. Datasets. bookmark_border. On this page. Usage. All Datasets. Dataset Collections. 3d. Abstractive text summarization. Age. Anomaly detection. Audio. Note: The datasets documented here are from HEAD and so not all are available in the current tensorflow-datasets package.
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tf.data.Dataset | TensorFlow v2.16.1
https://www.tensorflow.org/api_docs/python/tf/data/Dataset
WEBtf.data.Dataset | TensorFlow v2.16.1. Overview Python C++ Java More. All Symbols. Python v2.16.1. tf.audio. tf.autodiff. tf.autograph. tf.bitwise. tf.compat. tf.config. tf.data. tf.debugging. tf.distribute. tf.dtypes. tf.errors. tf.experimental. tf.feature_column. tf.graph_util. tf.image. …
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tensorflow-datasets · PyPI
https://pypi.org/project/tensorflow-datasets/
WEBDec 18, 2023 · tensorflow/datasets is a library of public datasets ready to use with TensorFlow. Each dataset definition contains the logic necessary to download and prepare the dataset, as well as to read it into a model using the tf.data.Dataset API. Usage outside of TensorFlow is also supported. See the README on GitHub for further documentation. …
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TensorFlow Datasets - GitHub
https://github.com/tensorflow/datasets
WEBTensorFlow Datasets provides many public datasets as tf.data.Datasets. Documentation. To install and use TFDS, we strongly encourage to start with our getting started guide. Try it interactively in a Colab notebook. Our documentation contains: Tutorials and guides. List of all available datasets. The API reference.
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Models & datasets | TensorFlow
https://www.tensorflow.org/resources/models-datasets
WEBTensorFlow official datasets. A collection of datasets ready to use with TensorFlow. Learn more. Google research datasets. Explore large-scale datasets released by Google research teams in a wide range of computer science disciplines. Learn more. Additional dataset resources. Explore other datasets available to use with TensorFlow.
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Introducing TensorFlow Datasets — The TensorFlow Blog
https://blog.tensorflow.org/2019/02/introducing-tensorflow-datasets.html
WEBFeb 26, 2019 · Today, we’re pleased to introduce TensorFlow Datasets which exposes public research datasets as tf.data.Datasets and as NumPy arrays. It does all the grungy work of fetching the source data and preparing it into a common format on disk, and it uses the tf.data API to build high-performance input pipelines, which are TensorFlow 2.0-ready and ...
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Module: tfds | TensorFlow Datasets
https://www.tensorflow.org/datasets/api_docs/python/tfds
WEBSep 8, 2023 · tensorflow_datasets (tfds) defines a collection of datasets ready-to-use with TensorFlow. Each dataset is defined as a tfds.core.DatasetBuilder , which encapsulates the logic to download the dataset and construct an input pipeline, as well as contains the dataset documentation (version, splits, number of examples, etc.).
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Dataset Collections | TensorFlow Datasets
https://www.tensorflow.org/datasets/dataset_collections
WEBOct 3, 2023 · TensorFlow. Resources. Datasets. Guide. Dataset Collections. bookmark_border. On this page. Overview. Setup. Find available dataset collections. Load and inspect a dataset collection. Loading datasets from a dataset collection. Loading multiple datasets from a dataset collection. Specifying loader_kwargs. Feedback. Run in Google …
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