compute_metrics_single

lightning_pose.metrics.compute_metrics_single(cfg: DictConfig | ListConfig, labels_file: str | Path | None, preds_file: str | Path, data_module: BaseDataModule | UnlabeledDataModule | None = None) → ComputeMetricsSingleResult[source]

Compute various metrics on a predictions csv file from a single view.

Parameters:

  • cfg – hydra config

  • labels_file – path to the labels csv file; required for pixel error computation

  • preds_file – path to the predictions csv file

  • data_module – required for PCA metric computation

Returns:

ComputeMetricsSingleResult containing dataframes for each computed metric