          """ dict: cv2 function keyword arguments mapped to their parameters. """
          return dict(ksize=self._kernel_size,
                      sigmaX=self._sigma)
  
      def _get_kernel_size(self, kernel: Union[int, float], is_ratio: bool) -> int:
          """ Set the kernel size to absolute value.
  
          If :attr:`is_ratio` is ``True`` then the kernel size is calculated from the given ratio and
          the :attr:`_mask` size, otherwise the given kernel size is just returned.
  
 
</s> remove         return dict(gaussian=["ksize", "sigmaX"],
                    normalized=["ksize"])
 </s> add         return {"gaussian": ['ksize', 'sigmaX'], "normalized": ['ksize']} </s> remove                       plugin_type: Literal["align", "detect"],
 </s> add                       plugin_type: T.Literal["align", "detect"], </s> remove     def _get_io_sizes(self) -> T.Dict[str, int]:
 </s> add     def _get_io_sizes(self) -> dict[str, int]: </s> remove     def _split_lines(self, text: str, width: int) -> List[str]:
 </s> add     def _split_lines(self, text: str, width: int) -> list[str]: </s> remove     def session_ids(self) -> List[int]:
 </s> add     def session_ids(self) -> list[int]:
    def _get_kernel_size(self, kernel: int | float, is_ratio: bool) -> int:
          """ dict: cv2 function keyword arguments mapped to their parameters. """
          return dict(ksize=self._kernel_size,
                      sigmaX=self._sigma)
  
    def _get_kernel_size(self, kernel: int | float, is_ratio: bool) -> int:
          """ Set the kernel size to absolute value.
  
          If :attr:`is_ratio` is ``True`` then the kernel size is calculated from the given ratio and
          the :attr:`_mask` size, otherwise the given kernel size is just returned.
  
keep keep keep keep replace keep keep keep keep keep
 Rebase code (#1326)

* Remove tensorflow_probability requirement

* setup.py - fix progress bars

* requirements.txt: Remove pre python 3.9 packages

* update apple requirements.txt

* update INSTALL.md

* Remove python<3.9 code

* setup.py - fix Windows Installer

* typing: python3.9 compliant

* Update pytest and readthedocs python versions

* typing fixes

* Python Version updates
  - Reduce max version to 3.10
  - Default to 3.10 in installers
  - Remove incompatible 3.11 tests

* Update dependencies

* Downgrade imageio dep for Windows

* typing: merge optional unions and fixes

* Updates
  - min python version 3.10
  - typing to python 3.10 spec
  - remove pre-tf2.10 code
  - Add conda tests

* train: re-enable optimizer saving

* Update dockerfiles

* Update setup.py
  - Apple Conda deps to setup.py
  - Better Cuda + dependency handling

* bugfix: Patch logging to prevent Autograph errors

* Update dockerfiles

* Setup.py - Setup.py - stdout to utf-8

* Add more OSes to github Actions

* suppress mac-os end to end test 
lib/align/detected_face.py