  
      @staticmethod
      def save_image(output_folder: str,
                     filename: str,
                     image: "np.ndarray",
                     metadata: Optional["PNGHeaderDict"] = None) -> None:
          """ Save an image """
          output_file = os.path.join(output_folder, filename)
          output_file = os.path.splitext(output_file)[0] + ".png"
          logger.trace("Saving image: '%s'", output_file)  # type: ignore
          if metadata:
 
</s> remove                  metadata: Optional["PNGHeaderDict"] = None) -> bytes:
 </s> add                  metadata: PNGHeaderDict | None = None) -> bytes: </s> remove     def add_frame_metadata(self, metadata: "PNGHeaderSourceDict") -> None:
 </s> add     def add_frame_metadata(self, metadata: PNGHeaderSourceDict) -> None: </s> remove                  image: "np.ndarray",
                 detected_faces: Optional[List["DetectedFace"]] = None,
 </s> add                  image: np.ndarray,
                 detected_faces: list[DetectedFace] | None = None, </s> remove                       metadata: "PNGHeaderDict") -> Optional["ExtractMedia"]:
 </s> add                       metadata: PNGHeaderDict) -> ExtractMedia | None: </s> remove              image: Union[bytes, np.ndarray],
             sub_folder: Optional[str] = None) -> None:
 </s> add              image: bytes | np.ndarray,
             sub_folder: str | None = None) -> None:
                   image: np.ndarray,
                   metadata: PNGHeaderDict | None = None) -> None:
  
      @staticmethod
      def save_image(output_folder: str,
                     filename: str,
                   image: np.ndarray,
                   metadata: PNGHeaderDict | None = None) -> None:
                   image: np.ndarray,
                   metadata: PNGHeaderDict | None = None) -> None:
          """ Save an image """
          output_file = os.path.join(output_folder, filename)
          output_file = os.path.splitext(output_file)[0] + ".png"
          logger.trace("Saving image: '%s'", output_file)  # type: ignore
          if metadata:
keep keep keep keep replace 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 
tools/alignments/media.py