templates.MultipolarImagePatchComparatorTemplateSchema

class templates.MultipolarImagePatchComparatorTemplateSchema(*args, **kwargs)

Multipolar Image Patch Comparator template

Parameters

Parameters

Name	Type	Default	Info
image_embedding_field	str		Field containing the image embedding.
image_path	str		Image path.
bbox	List[float]		Bounding box.
label	str		Label.
pos_threshold	float	0.5	Positive threshold similarity. Datapoints with similarity greater than or equal are voted positive.
neg_threshold	float	-0.5	Negative threshold similarity. Datapoints with similarity less than or equal are voted negative.
invert_votes	bool		Whether to invert the votes.

artifact\_config\_keys

artifact_config_keys

static artifact_config_keys()

The names of the fields in the template schema pydantic model that represent paths to files or directories that contain data which back the LF template. For example, paths to a dictionary on disk that’s used within an LF.

Return type

Return type

List[str]