  
          Returns
          -------
          list
              List of :class:`lib.faces_detect.DetectedFace` objects
           """
          self._extractor.input_queue.put(ExtractMedia(filename, image))
          faces = next(self._extractor.detected_faces())
          return faces.detected_faces
  
 
</s> remove             List of :class:`lib.faces_detect.DetectedFace` objects
 </s> add             List of :class:`lib.align.DetectedFace` objects </s> remove             List of :class:`lib.faces_detect.DetectedFace` objects
 </s> add             List of :class:`lib.align.DetectedFace` objects </s> remove             List of valid :class:`lib,faces_detect.DetectedFace` objects
 </s> add             List of valid :class:`lib,align.DetectedFace` objects </s> remove     def _transform_landmarks(self, side, detected_faces):
        """ Transform frame landmarks to their aligned face variant.

        Parameters
        ----------
        side: {"a" or "b"}
            The side currently being processed
        detected_faces: list
            A list of :class:`lib.faces_detect.DetectedFace` objects

        Returns
        -------
        dict
            The face filenames as keys with the aligned landmarks as value.
        """
        landmarks = dict()
        for face in detected_faces.values():
            face.load_aligned(None, size=self._training_size)
            for filename in self._hash_to_filenames(side, face.hash):
                landmarks[filename] = face.aligned_landmarks
        return landmarks

 </s> add  </s> remove             The :class:`~lib.faces_detect.DetectedFace` objects for the requested frame
 </s> add             The :class:`~lib.align.DetectedFace` objects for the requested frame
            List of :class:`lib.align.DetectedFace` objects
  
          Returns
          -------
          list
            List of :class:`lib.align.DetectedFace` objects
           """
          self._extractor.input_queue.put(ExtractMedia(filename, image))
          faces = next(self._extractor.detected_faces())
          return faces.detected_faces
  
keep keep keep keep replace keep keep keep keep keep
 Extract - Increase area and move centering (#1095)

* Extract
  - Implement aligner re-feeding
  - Add extract type to pipeline.ExtractMedia
  - Add pose annotation to debug
* Convert
  - implement centering
  - remove usage of feed and reference face properties
  - Remove distributed option from convert
  - Force update of alignments file on legacy receive
* Train
  - Resize preview image to model output size
  - Force legacy centering if centering does not exist in model's state file
  - Enable training on legacy face sets

* Alignments Tool
  - Update draw to include head/pose
  - Remove DFL drop + linting
  - Remove remove-frames job
  - remove align-eyes option
  - Update legacy masks to new extract type
  - Exit if attempting to merge version 1.0 alignments files with version 2.0 alignments files
  - Re-generate thumbnails on legacy upgrade
* Mask Tool
  - Update for new extract + bugfix full frame
* Manual Tool
  - Update to new extraction method
   - Disable legacy alignments,
   - extract box bugfix
   - extract faces - size to 512 and center on head
* Preview Tool
  - Display based on model centering
* Sort Tool
  - Use alignments for sort by face

* lib.aligner
  - Add Pose Class
  - Add AlignedFace Class
  - center _MEAN_FACE on x
  - Add meta information with versioning to alignments file
  - lib.aligner.get_align_matrix to use landmarks not face
  - Refactor aligned faces in lib.faces_detect
* lib.logger
  - larger file log padding
* lib.config
  - Fix global changeable_items
* lib.face_filter
  - Use new extracted face images
* lib.image
  - bump thumbnail default size to 96px 
scripts/convert.py