          logger.debug("Initializing %s: (model: '%s', batch_size: %s)",
                       self.__class__.__name__, model, batch_size)
          self._model = model
          self._model.state.add_session_batchsize(batch_size)
          self._images = images
          self._sides = sorted(key for key in self._images.keys())
  
          self._feeder = _Feeder(images,
 
</s> remove         self._config = _get_config(".".join(self.__module__.split(".")[-2:]),
                                   configfile=configfile)
 </s> add  </s> remove         A dictionary containing landmarks and masks if these are required for training for each
        side
 </s> add         A dictionary containing aligned face data, extract version information and masks if these
        are required for training for each side </s> remove         self.alignments = alignments
 </s> add         self._alignments = alignments </s> remove         self._jpeg_quality = 60
 </s> add 
        self._config = self._get_config(configfile)

          logger.debug("Initializing %s: (model: '%s', batch_size: %s)",
                       self.__class__.__name__, model, batch_size)
          self._model = model
        self._config = self._get_config(configfile)

          self._model.state.add_session_batchsize(batch_size)
          self._images = images
          self._sides = sorted(key for key in self._images.keys())
  
          self._feeder = _Feeder(images,
keep 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 
plugins/train/trainer/_base.py