fiftyone.zoo.datasets.tf

module documentation
(source)

FiftyOne Zoo Datasets provided by tensorflow_datasets.

Copyright 2017-2025, Voxel51, Inc.
voxel51.com

Class CIFAR100Dataset The CIFAR-100 dataset of images.
Class CIFAR10Dataset The CIFAR-10 dataset of images.
Class FashionMNISTDataset The Fashion-MNIST database of Zalando's fashion article images.
Class ImageNet2012Dataset The ImageNet 2012 dataset.
Class MNISTDataset The MNIST database of handwritten digits.
Class TFDSDataset Base class for zoo datasets that are provided via the tensorflow_datasets package.
Class VOC2007Dataset The dataset for the PASCAL Visual Object Classes Challenge 2007 (VOC2007) for the detection competition.
Class VOC2012Dataset The dataset for the PASCAL Visual Object Classes Challenge 2012 (VOC2012) for the detection competition.
Constant AVAILABLE_DATASETS Undocumented
Variable tfds Undocumented
Class _TFDSImageClassificationSampleParser Undocumented
Class _TFDSImageDetectionSampleParser Undocumented
Function _download_and_prepare Undocumented
Constant _TFDS_IMPORT_ERROR Undocumented
Variable _callback Undocumented
AVAILABLE_DATASETS = (source)

Undocumented

Value
{'mnist': MNISTDataset,
 'fashion-mnist': FashionMNISTDataset,
 'cifar10': CIFAR10Dataset,
 'cifar100': CIFAR100Dataset,
 'imagenet-2012': ImageNet2012Dataset,
 'voc-2007': VOC2007Dataset,
 'voc-2012': VOC2012Dataset}
tfds = (source)

Undocumented

def _download_and_prepare(dataset_dir, scratch_dir, download_fcn, get_classes_fcn, get_num_samples_fcn, sample_parser): (source)

Undocumented

_TFDS_IMPORT_ERROR: str = (source)

Undocumented

Value
'''

You tried to download a dataset from the FiftyOne Dataset Zoo using the
TensorFlow backend, but you do not have the necessary packages installed.

Ensure that you have `tensorflow` and `tensorflow_datasets` installed on your
machine, and then try running this command again.
...
_callback = (source)

Undocumented