                             "\nCLI: Go to `faceswap/config/extract.ini` and change the "
                             "`allow_growth option to `True`.")
                      raise FaceswapError(msg) from err
                  raise err
              if func_name == "process_output":
                  # Process output items to individual items from batch
                  for item in self.finalize(batch):
                      out_queue.put(item)
              else:
                  out_queue.put(batch)
 
</s> remove         each :class:`~lib.faces_detect.DetectedFace` object.
 </s> add         each :class:`~lib.align.DetectedFace` object. </s> remove         items = sorted([item for item in self.process_folder()],
                       key=lambda x: (x["frame_name"]))
 </s> add         items = sorted(self.process_folder(), key=lambda x: (x["frame_name"])) </s> remove         items = sorted([item for item in self.process_folder()],
                       key=lambda x: (x["face_name"]))
 </s> add         items = sorted(self.process_folder(), key=lambda x: (x["face_name"])) </s> remove         """ run removal """
        logger.info("[REMOVE ALIGNMENTS DATA]")  # Tidy up cli output
        del_count = 0
        task = getattr(self, "remove_{}".format(self.type))

        if self.type == "frames":
            logger.debug("Removing Frames")
            for frame in tqdm(list(item[3] for item in self.alignments.yield_faces()),
                              desc="Removing Frames",
                              total=self.alignments.frames_count):
                del_count += task(frame)
        else:
            logger.debug("Removing Faces")
            del_count = task()
 </s> add         """ Run the job to remove faces from an alignments file that do not exist within a faces
        folder. """
        logger.info("[REMOVE FACES FROM ALIGNMENTS]")  # Tidy up cli output

        face_hashes = self._items.items
        if not face_hashes:
            logger.error("No matching faces found in your faces folder. This would remove all "
                         "faces from your alignments file. Process aborted.")
            return

        pre_face_count = self._alignments.faces_count
        self._alignments.filter_hashes(face_hashes, filter_out=False)
        del_count = pre_face_count - self._alignments.faces_count
            if func_name == "_process_output":
                             "\nCLI: Go to `faceswap/config/extract.ini` and change the "
                             "`allow_growth option to `True`.")
                      raise FaceswapError(msg) from err
                  raise err
            if func_name == "_process_output":
                  # Process output items to individual items from batch
                  for item in self.finalize(batch):
                      out_queue.put(item)
              else:
                  out_queue.put(batch)
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 
plugins/extract/_base.py