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Version: 0.95

templates.MultipolarImagePatchComparatorTemplateSchema

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

Multipolar Image Patch Comparator template

Parameters:

  • 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, default 0.5) – Positive threshold similarity. Datapoints with similarity greater than or equal are voted positive

  • neg_threshold (float, default -0.5) – Negative threshold similarity. Datapoints with similarity less than or equal are voted negative

  • invert_votes (bool) – Whether to invert the votes.

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:

List[str]