urbanlc.model.baseline.OLI_TIRSBaseline.retrieve_images#

OLI_TIRSBaseline.retrieve_images(img_paths: List[str], gt_paths: List[Any] = [], return_size: Optional[bool] = False) → Union[Tuple[ndarray, ndarray, List[Tuple[int]]], Tuple[ndarray, ndarray]]#

Retrieve and preprocess Landsat images and ground truth land cover data from specified paths for training/inference.

Parameters:

  • img_paths (List[str]) – List of paths to Landsat image files.

  • gt_paths (List[Any]) – List of paths to ground truth land cover files.

  • return_size (Optional[bool]) – Whether to return the original sizes of Landsat images.

Returns:

Tuple containing retrieved images and ground truth land cover data.

Return type:

Union[Tuple[np.ndarray, np.ndarray, List[Tuple[int]]], Tuple[np.ndarray, np.ndarray]]