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Version: 0.93

templates.MultipolarImageModelBasedTemplateSchema

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

Model Based template

Parameters:

  • model_name (str) – Model name

  • model_label (str) – Model label

  • label (str) – Label

  • dirpath (str) – The path to the stored model in minio.

  • label_map (Dict[str, int]) – The label map for the Node that this LF is being applied to

  • pos_threshold (float, default 0.5) – Positive threshold for model decision function. Datapoints with decision function greater than or equal are voted positive

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

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