          -------
          List
              List of :class:`numpy.ndarray` refined face candidates from R-Net
          """
          ret: T.List[np.ndarray] = []
          for idx, (rectangles, image) in enumerate(zip(rectangle_batch, images)):
              if not np.any(rectangles):
                  ret.append(np.array([]))
                  continue
  
 
</s> remove         ret: T.List[T.Tuple[np.ndarray, np.ndarray]] = []
 </s> add         ret: list[tuple[np.ndarray, np.ndarray]] = [] </s> remove         sub_folders: List[Optional[str]] = [None for _ in range(len(faces))]
 </s> add         sub_folders: list[str | None] = [None for _ in range(len(faces))] </s> remove         rectangles: T.List[T.List[T.List[T.Union[int, float]]]] = [[] for _ in range(batch_size)]
        scores: T.List[T.List[np.ndarray]] = [[] for _ in range(batch_size)]
 </s> add         rectangles: list[list[list[int | float]]] = [[] for _ in range(batch_size)]
        scores: list[list[np.ndarray]] = [[] for _ in range(batch_size)] </s> remove         masks3: T.Union[T.List[np.ndarray], np.ndarray] = []
 </s> add         masks3: list[np.ndarray] | np.ndarray = [] </s> remove         should_filter: T.List[np.ndarray] = []
        for f_type in get_args(Literal["filter", "nfilter"]):
 </s> add         should_filter: list[np.ndarray] = []
        for f_type in T.get_args(T.Literal["filter", "nfilter"]):
        ret: list[np.ndarray] = []
          -------
          List
              List of :class:`numpy.ndarray` refined face candidates from R-Net
          """
        ret: list[np.ndarray] = []
          for idx, (rectangles, image) in enumerate(zip(rectangle_batch, images)):
              if not np.any(rectangles):
                  ret.append(np.array([]))
                  continue
  
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/extract/detect/mtcnn.py