          for _ in range(extractor.passes):
              extractor.launch()
              for faces in extractor.detected_faces():
                  filename = faces.filename
                  detected_faces = faces.detected_faces
                  if len(detected_faces) > 1:
                      logger.warning("Multiple faces found in %s file: '%s'. Using first detected "
 
</s> remove                 filename = faces["filename"]
                detected_faces = faces["detected_faces"]
 </s> add                 filename = faces.filename
                detected_faces = faces.detected_faces
 </s> remove             self.queue_images(extractor)
 </s> add  </s> remove             A list of :class:`~lib.faces_detect.DetectedFace` objects
 </s> add             A list of :class:`~lib.align.DetectedFace` objects </s> remove         self.alignments.save()
 </s> add         self._alignments.save() </s> remove             frame_idx = [(frame, idx)
                         for frame, idx in self.alignments.hashes_to_frame[f_hash].items()]
 </s> add             frame_idx = list(self._alignments.hashes_to_frame[f_hash].items())
            self.queue_images(extractor)

          for _ in range(extractor.passes):
              extractor.launch()
            self.queue_images(extractor)
              for faces in extractor.detected_faces():
                  filename = faces.filename
                  detected_faces = faces.detected_faces
                  if len(detected_faces) > 1:
                      logger.warning("Multiple faces found in %s file: '%s'. Using first detected "
keep add 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 
lib/face_filter.py