      def _process_full(self,
                        side: Literal["a", "b"],
                        images: np.ndarray,
                        prediction_size: int,
                        color: T.Tuple[float, float, float]) -> np.ndarray:
          """ Add a frame overlay to preview images indicating the region of interest.
  
          This applies the red border that appears in the preview images.
  
          Parameters
 
</s> remove                       side: Literal["a", "b"],
 </s> add                       side: T.Literal["a", "b"], </s> remove     def _get_headers(cls, side: Literal["a", "b"], width: int) -> np.ndarray:
 </s> add     def _get_headers(cls, side: T.Literal["a", "b"], width: int) -> np.ndarray: </s> remove                        side: Literal["a", "b"],
 </s> add                        side: T.Literal["a", "b"], </s> remove                         detected_faces: List[DetectedFace]) -> List[np.ndarray]:
 </s> add                         detected_faces: list[DetectedFace]) -> list[np.ndarray]: </s> remove                      color: Tuple[int, int, int],
                     position: Tuple[int, int]) -> None:
 </s> add                      color: tuple[int, int, int],
                     position: tuple[int, int]) -> None:
                      color: tuple[float, float, float]) -> np.ndarray:
      def _process_full(self,
                        side: Literal["a", "b"],
                        images: np.ndarray,
                        prediction_size: int,
                      color: tuple[float, float, float]) -> np.ndarray:
          """ Add a frame overlay to preview images indicating the region of interest.
  
          This applies the red border that appears in the preview images.
  
          Parameters
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 
plugins/train/trainer/_base.py