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Version: 0.95

templates.MultipolarImageTextComparatorTemplateSchema

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

Multipolar Image Text Comparator template

Parameters:

  • image_embedding_field (str) – Field containing the image embedding

  • text_query (str) – Text query

  • 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.