datumaro.plugins.data_formats.coco.importer#

Classes

`CocoCaptionsImporter`()
`CocoImageInfoImporter`()
`CocoImporter`()
`CocoInstancesImporter`()
`CocoLabelsImporter`()
`CocoPanopticImporter`()
`CocoPersonKeypointsImporter`()
`CocoStuffImporter`()

class datumaro.plugins.data_formats.coco.importer.CocoImporter[source]#

Bases: Importer

classmethod build_cmdline_parser(**kwargs)[source]#

classmethod detect(context: FormatDetectionContext) → FormatDetectionConfidence[source]#

classmethod find_sources(path)[source]#

classmethod get_file_extensions() → List[str][source]#

property can_stream: bool#: Flag to indicate whether the importer can stream the dataset item or not.

get_extractor_merger() → ExtractorMerger | None[source]#

Extractor merger dedicated for the data format

Datumaro import process spawns multiple DatasetBase for the detected sources. We can find a bunch of the detected sources from the given directory path. It is usually each detected source is corresponded to the subset of dataset in many data formats.

Parameters:: stream – There can exist a branch according to stream flag
Returns:: If None, use Dataset.from_extractors() to merge the extractors, Otherwise, use the return type to merge the extractors.

class datumaro.plugins.data_formats.coco.importer.CocoImageInfoImporter[source]#

Bases: CocoImporter

classmethod detect(context: FormatDetectionContext) → FormatDetectionConfidence[source]#

class datumaro.plugins.data_formats.coco.importer.CocoCaptionsImporter[source]#: Bases: CocoImageInfoImporter

class datumaro.plugins.data_formats.coco.importer.CocoInstancesImporter[source]#: Bases: CocoImageInfoImporter

class datumaro.plugins.data_formats.coco.importer.CocoPersonKeypointsImporter[source]#: Bases: CocoImageInfoImporter

class datumaro.plugins.data_formats.coco.importer.CocoLabelsImporter[source]#: Bases: CocoImageInfoImporter

class datumaro.plugins.data_formats.coco.importer.CocoPanopticImporter[source]#: Bases: CocoImageInfoImporter

class datumaro.plugins.data_formats.coco.importer.CocoStuffImporter[source]#: Bases: CocoImageInfoImporter