datumaro.plugins.data_formats.yolo.importer

Classes

YoloImporter()

class datumaro.plugins.data_formats.yolo.importer.YoloImporter

Bases: Importer

SUB_IMPORTERS: Dict[YoloFormatType, Importer] = {YoloFormatType.yolo_strict: <class 'datumaro.plugins.data_formats.yolo.importer._YoloStrictImporter'>, YoloFormatType.yolo_loose: <class 'datumaro.plugins.data_formats.yolo.importer._YoloLooseImporter'>, YoloFormatType.yolo_ultralytics: <class 'datumaro.plugins.data_formats.yolo.importer._YoloUltralyticsImporter'>}

classmethod detect(context: FormatDetectionContext) → FormatDetectionConfidence

classmethod find_sources(path: str) → List[Dict[str, Any]]

get_extractor_merger() → Type[ExtractorMerger] | None

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.

classmethod get_file_extensions() → List[str]