                  logger.trace("Out queue put: %s", item.inbound.filename)  # type: ignore
                  out_queue.put((item.inbound.filename, image))
          logger.debug("Completed convert process")
  
      def _patch_image(self, predicted: "ConvertItem") -> Union[np.ndarray, List[bytes]]:
          """ Patch a swapped face onto a frame.
  
          Run selected adjustments and swap the faces in a frame.
  
          Parameters
 
</s> remove                        predicted: "ConvertItem",
                       frame_size: Tuple[int, int]) -> Tuple[np.ndarray, np.ndarray]:
 </s> add                        predicted: ConvertItem,
                       frame_size: tuple[int, int]) -> tuple[np.ndarray, np.ndarray]: </s> remove                      queue_in: "EventQueue",
                     queue_out: "EventQueue",
                     sample_size: int) -> List[np.ndarray]:
 </s> add                      queue_in: EventQueue,
                     queue_out: EventQueue,
                     sample_size: int) -> list[np.ndarray]: </s> remove     def get_faces(self, frame: str, image: Optional["np.ndarray"] = None) -> None:
 </s> add     def get_faces(self, frame: str, image: np.ndarray | None = None) -> None: </s> remove     def _save(self) -> Optional[IO]:
 </s> add     def _save(self) -> T.IO | None: </s> remove     def _compile_feed_faces(feed_faces: T.List[AlignedFace]) -> np.ndarray:
 </s> add     def _compile_feed_faces(feed_faces: list[AlignedFace]) -> np.ndarray:
    def _patch_image(self, predicted: ConvertItem) -> np.ndarray | list[bytes]:
                  logger.trace("Out queue put: %s", item.inbound.filename)  # type: ignore
                  out_queue.put((item.inbound.filename, image))
          logger.debug("Completed convert process")
  
    def _patch_image(self, predicted: ConvertItem) -> np.ndarray | list[bytes]:
          """ Patch a swapped face onto a frame.
  
          Run selected adjustments and swap the faces in a frame.
  
          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 
lib/convert.py