FiftyOneLabelsOutput

class flash.core.classification.FiftyOneLabelsOutput(labels=None, multi_label=False, threshold=None, store_logits=False, return_filepath=True)

A Output which converts the model outputs to FiftyOne classification format.

Parameters

• labels (Optional[List[str]]) – A list of labels, assumed to map the class index to the label for that class.

• multi_label (bool) – If true, treats outputs as multi label logits.

• threshold (Optional[float]) – A threshold to use to filter candidate labels. In the single label case, predictions below this threshold will be replaced with None

• store_logits (bool) – Boolean determining whether to store logits in the FiftyOne labels

• return_filepath (bool) – Boolean determining whether to return a dict containing filepath and FiftyOne labels (True) or only a list of FiftyOne labels (False)