luxonis_ml.data.exporters.CreateMLExporter

class documentation

class CreateMLExporter(BaseExporter):

Constructor: CreateMLExporter(dataset_identifier, output_path, max_partition_size_gb)

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Undocumented

Static Method get_split_names Undocumented
Method __init__ Undocumented
Method export Convert the prepared dataset into the exporter's format.
Method supported_ann_types Return task types supported by this exporter.
Instance Variable current_size Undocumented
Static Method _estimate_annotation_bytes Undocumented
Method _collect_bounding_box_annotations Undocumented
Method _dump_annotations Undocumented
Method _get_data_path Return the folder path to store data files for this split.
Method _maybe_roll_partition Undocumented

Inherited from BaseExporter:

Instance Variable dataset_identifier Name or identifier used for exported paths.
Instance Variable image_indices Per-image export indices used by concrete exporters.
Instance Variable max_partition_size Optional maximum partition size in bytes.
Instance Variable max_partition_size_gb Optional maximum partition size in GiB.
Instance Variable output_path Directory where the export is written.
Instance Variable part Current partition index, or None when partitioning is disabled.
@staticmethod
def get_split_names() -> dict[str, str]:

Undocumented

def __init__(self, dataset_identifier: str, output_path: Path, max_partition_size_gb: float | None):
overrides luxonis_ml.data.exporters.BaseExporter.__init__

Undocumented

def export(self, prepared_ldf: PreparedLDF):
overrides luxonis_ml.data.exporters.BaseExporter.export

Convert the prepared dataset into the exporter's format.

Parameters
prepared_ldf:PreparedLDFDataset data prepared for export.
Raises
NotImplementedErrorAlways raised by the abstract base implementation.
def supported_ann_types(self) -> list[str]:
overrides luxonis_ml.data.exporters.BaseExporter.supported_ann_types

Return task types supported by this exporter.

Returns
list[str]Supported annotation task types.
Raises
NotImplementedErrorAlways raised by the abstract base implementation.
current_size: int =
overrides luxonis_ml.data.exporters.BaseExporter.current_size

Undocumented

@staticmethod
def _estimate_annotation_bytes(img_name: str, anns: list[dict[str, Any]]) -> int:

Undocumented

def _collect_bounding_box_annotations(self, group_df: Any, width: int, height: int) -> list[dict[str, Any]]:

Undocumented

def _dump_annotations(self, anns_by_split: dict[str, dict[str, list[dict[str, Any]]]], output_path: Path, part: int | None = None):
overrides luxonis_ml.data.exporters.BaseExporter._dump_annotations

Undocumented

def _get_data_path(self, output_path: Path, split_name: str, part: int | None = None) -> Path:
overrides luxonis_ml.data.exporters.BaseExporter._get_data_path

Return the folder path to store data files for this split.

def _maybe_roll_partition(self, anns_by_split: dict[str, dict[str, list[dict[str, Any]]]], additional_size: int) -> dict[str, dict[str, list[dict[str, Any]]]]:

Undocumented