fiftyone.utils.places

module documentation

(source)

Utilities for working with the Places dataset.

Class	`PlacesDatasetImporter`	Class for importing datasets written by download_places_dataset_split`.
Function	`download_places_dataset_split`	Utility that downloads splits of the `Places dataset`.
Variable	`logger`	Undocumented
Constant	`_ANNOTATION_DOWNLOAD_LINK`	Undocumented
Constant	`_ANNOTATION_FILE`	Undocumented
Constant	`_IMAGE_DOWNLOAD_LINKS`	Undocumented
Constant	`_SPLIT_SIZES`	Undocumented
Constant	`_SUPPORTED_SPLITS`	Undocumented
Constant	`_TAR_NAMES`	Undocumented

def download_places_dataset_split(dataset_dir, split, raw_dir=None): (source) ¶

Utility that downloads splits of the Places dataset.

Any existing files are not re-downloaded.

Parameters
dataset_dir	the directory to download the dataset
split	the split to download. Supported values are `("train", "validation", "test")`
raw_dir:`None`	a directory in which full annotations files may be stored to avoid re-downloads in the future
Returns
a tuple of	num_samples: the total number of downloaded images classes: the list of all classes did_download: whether any content was downloaded (True) or if all necessary files were already downloaded (False)

logger = (source) ¶

Undocumented

_ANNOTATION_DOWNLOAD_LINK: str = (source) ¶

Undocumented

Value

'http://data.csail.mit.edu/places/places365/filelist_places365-standard.tar'

_ANNOTATION_FILE: dict[str, str] = (source) ¶

Undocumented

Value

{'categories': 'categories_places365.txt',
 'train': 'places365_train_standard.txt',
 'validation': 'places365_val.txt',
 'test': 'places365_test.txt'}

_IMAGE_DOWNLOAD_LINKS: dict[str, str] = (source) ¶

Undocumented

Value

{'train': 'http://data.csail.mit.edu/places/places365/train_256_places365standar↵
d.tar',
 'validation': 'http://data.csail.mit.edu/places/places365/val_256.tar',
 'test': 'http://data.csail.mit.edu/places/places365/test_256.tar'}

_SPLIT_SIZES: dict[str, int] = (source) ¶

Undocumented

Value

{'train': 1803460, 'validation': 36500, 'test': 328500}

_SUPPORTED_SPLITS: list[str] = (source) ¶

Undocumented

Value

['train', 'validation', 'test']

_TAR_NAMES: dict[str, str] = (source) ¶

Undocumented

Value

{'train': 'data_256', 'validation': 'val_256', 'test': 'test_256'}