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TensorFlow Datasets

Peter McLaughlin October 30, 2022

TensorFlow Datasets are commonly used for sharing datasets in the public domain. Well known examples include the MNIST dataset for classification and the OxfordIIITPET dataset for segmentation. This article explains how TensorFlow Datasets work and how to create your own.

There are three main scenarios in which TensorFlow Datasets are used:

  • Creating a dataset for sharing in the public domain
  • Modifying a publicly available dataset
  • Creating a...

TensorFlow Datasets

Peter McLaughlin October 30, 2022

TensorFlow Datasets are commonly used for sharing datasets in the public domain. Well known examples include the MNIST dataset for classification and the OxfordIIITPET dataset for segmentation. This article explains how TensorFlow Datasets work and how to create your own.

There are three main scenarios in which TensorFlow Datasets are used:

  • Creating a dataset for sharing in the public domain
  • Modifying a publicly available dataset
  • Creating a...