urbanlc.model.pipeline_transforms.MSSTransformer.calculate_statistics#

static MSSTransformer.calculate_statistics(root: Optional[str] = None, filename_glob: Optional[str] = None, all_paths: Optional[List[str]] = None, exclude: Optional[Union[str, List[str]]] = None, num_bands: Optional[int] = None) → Tuple[List[float], List[float]]#

Calculate mean and standard deviation statistics of the dataset.

Parameters:

  • root (Optional[str]) – Root directory of the dataset.

  • filename_glob (Optional[str]) – Glob pattern for selecting files.

  • all_paths (Optional[List[str]]) – List of file paths.

  • exclude (Optional[Union[str, List[str]]]) – List of keywords to exclude from file paths.

  • num_bands (Optional[int]) – Number of bands in the dataset.

Returns:

Mean and standard deviation values.

Return type:

Tuple[List[float], List[float]]