fiftyone.types.dataset_types.LabeledImageDataset

class documentation

class LabeledImageDataset(LabeledDataset): (source)

Known subclasses: fiftyone.types.dataset_types.ImageClassificationDataset, fiftyone.types.dataset_types.ImageDetectionDataset, fiftyone.types.dataset_types.ImageLabelsDataset, fiftyone.types.dataset_types.ImageSegmentationDataset

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Base type for datasets that represent a collection of images and their associated labels.

Method	`get_dataset_exporter_cls`	Returns the `fiftyone.utils.data.exporters.LabeledImageDatasetExporter` class for exporting datasets of this type to disk.
Method	`get_dataset_importer_cls`	Returns the `fiftyone.utils.data.importers.LabeledImageDatasetImporter` class for importing datasets of this type from disk.

def get_dataset_exporter_cls(self): (source) ¶

overrides fiftyone.types.dataset_types.Dataset.get_dataset_exporter_cls

overridden in fiftyone.types.dataset_types.BDDDataset, fiftyone.types.dataset_types.COCODetectionDataset, fiftyone.types.dataset_types.CVATImageDataset, fiftyone.types.dataset_types.FiftyOneImageClassificationDataset, fiftyone.types.dataset_types.FiftyOneImageDetectionDataset, fiftyone.types.dataset_types.FiftyOneImageLabelsDataset, fiftyone.types.dataset_types.ImageClassificationDirectoryTree, fiftyone.types.dataset_types.ImageSegmentationDirectory, fiftyone.types.dataset_types.KITTIDetectionDataset, fiftyone.types.dataset_types.TFImageClassificationDataset, fiftyone.types.dataset_types.TFObjectDetectionDataset, fiftyone.types.dataset_types.VOCDetectionDataset, fiftyone.types.dataset_types.YOLOv4Dataset, fiftyone.types.dataset_types.YOLOv5Dataset

Returns the fiftyone.utils.data.exporters.LabeledImageDatasetExporter class for exporting datasets of this type to disk.

Returns
a `fiftyone.utils.data.exporters.LabeledImageDatasetExporter` class

def get_dataset_importer_cls(self): (source) ¶

overrides fiftyone.types.dataset_types.Dataset.get_dataset_importer_cls

overridden in fiftyone.types.dataset_types.BDDDataset, fiftyone.types.dataset_types.COCODetectionDataset, fiftyone.types.dataset_types.CVATImageDataset, fiftyone.types.dataset_types.DICOMDataset, fiftyone.types.dataset_types.FiftyOneImageClassificationDataset, fiftyone.types.dataset_types.FiftyOneImageDetectionDataset, fiftyone.types.dataset_types.FiftyOneImageLabelsDataset, fiftyone.types.dataset_types.GeoTIFFDataset, fiftyone.types.dataset_types.ImageClassificationDirectoryTree, fiftyone.types.dataset_types.ImageSegmentationDirectory, fiftyone.types.dataset_types.KITTIDetectionDataset, fiftyone.types.dataset_types.OpenImagesV6Dataset, fiftyone.types.dataset_types.OpenImagesV7Dataset, fiftyone.types.dataset_types.OpenLABELImageDataset, fiftyone.types.dataset_types.PlacesDataset, fiftyone.types.dataset_types.TFImageClassificationDataset, fiftyone.types.dataset_types.TFObjectDetectionDataset, fiftyone.types.dataset_types.VOCDetectionDataset, fiftyone.types.dataset_types.YOLOv4Dataset, fiftyone.types.dataset_types.YOLOv5Dataset

Returns the fiftyone.utils.data.importers.LabeledImageDatasetImporter class for importing datasets of this type from disk.

Returns
a `fiftyone.utils.data.importers.LabeledImageDatasetImporter` class