Class MatchedPrediction

deeplabcut/core/inferenceutils.py:884–902

A match between a prediction and a ground truth assembly. The ground truth assembly should be None f the prediction was not matched to any GT, and the OKS should be 0. Attributes: prediction: A prediction made by a pose model. score: The confidence score for the predict

@dataclass
class MatchedPrediction:
    """A match between a prediction and a ground truth assembly.

    The ground truth assembly should be None f the prediction was not matched to any GT,
    and the OKS should be 0.

    Attributes:
        prediction: A prediction made by a pose model.
        score: The confidence score for the prediction.
        ground_truth: If None, then this prediction is not matched to any ground truth
            (this can happen when there are more predicted individuals than GT).
            Otherwise, the ground truth assembly to which this prediction is matched.
        oks: The OKS score between the prediction and the ground truth pose.
    """

    prediction: Assembly
    score: float
    ground_truth: Assembly | None
    oks: float


def calc_object_keypoint_similarity(