urbanlc.model.pipeline_transforms.AppendBUI.apply_transform#

AppendBUI.apply_transform(input: Tensor, params: Dict[str, Tensor], flags: Dict[str, int], transform: Optional[Tensor] = None) → Tensor#

Compute the Built-Up Index (BUI) for PyTorch Tensor.

Parameters:

  • input (torch.Tensor) – The input tensor.

  • params (Dict[str, torch.Tensor]) – Generated parameters.

  • flags (Dict[str, int]) – Static parameters.

  • transform (Optional[torch.Tensor]) – The geometric transformation tensor.

Returns:

The augmented input.

Return type:

torch.Tensor