data package

Sample

class edgeimpulse.experimental.data.Sample(
		data: Union[io.BufferedIOBase, _io.StringIO, str],
		filename: Optional[str] = None,
		category: Optional[Literal['training', 'testing', 'anomaly', 'split']] = 'split',
		label: Optional[str] = None,
		bounding_boxes: Optional[List[dict]] = None,
		metadata: Optional[dict] = None,
		sample_id: Optional[int] = None,
		structured_labels: Optional[List[dict]] = None
)

Wrapper class for sample data, labels, and associated metadata.

Sample data should be contained in a file or file-like object, for example, as the return from open(..., "rb"). The upload_samples() function expects Sample objects as input.

Parameters

• data: Union[io.BufferedIOBase, _io.StringIO, str]

• filename: Optional[str] = None

• category: Optional[Literal['training', 'testing', 'anomaly', 'split']] = 'split'

• label: Optional[str] = None

• bounding_boxes: Optional[List[dict]] = None

• metadata: Optional[dict] = None

• sample_id: Optional[int] = None

• structured_labels: Optional[List[dict]] = None

Class variables

• bounding_boxes: Optional[List[dict]]

• category: Optional[Literal['training', 'testing', 'anomaly', 'split']]

• data: Union[io.BufferedIOBase, _io.StringIO, str]

• filename: Optional[str]

• label: Optional[str]

• metadata: Optional[dict]

• sample_id: Optional[int]

• structured_labels: Optional[List[dict]]

delete_all_samples