  
  
  class Batcher():
      """ Batch images from a single side """
      def __init__(self, side, images, model, use_mask, batch_size):
          logger.debug("Initializing %s: side: '%s', num_images: %s, batch_size: %s)",
                       self.__class__.__name__, side, len(images), batch_size)
          self.model = model
          self.use_mask = use_mask
          self.side = side
          self.images = images
          self.target = None
 
</s> remove     def __init__(self, model, images, batch_size):
 </s> add     def __init__(self, model, images, batch_size, configfile): </s> remove                      "batchers: '%s')", self.__class__.__name__, model, use_mask,
                     coverage_ratio, batchers)
 </s> add                      "preview_images: %s, batchers: '%s')", self.__class__.__name__, model,
                     use_mask, coverage_ratio, preview_images, batchers)
        self.preview_images = preview_images </s> remove     def __init__(self, model, use_mask, coverage_ratio, batchers):
 </s> add     def __init__(self, model, use_mask, coverage_ratio, preview_images, batchers):
    def __init__(self, side, images, model, use_mask, batch_size, config):
        logger.debug("Initializing %s: side: '%s', num_images: %s, batch_size: %s, config: %s)",
                     self.__class__.__name__, side, len(images), batch_size, config)
  
  
  class Batcher():
      """ Batch images from a single side """
    def __init__(self, side, images, model, use_mask, batch_size, config):
        logger.debug("Initializing %s: side: '%s', num_images: %s, batch_size: %s, config: %s)",
                     self.__class__.__name__, side, len(images), batch_size, config)
    def __init__(self, side, images, model, use_mask, batch_size, config):
        logger.debug("Initializing %s: side: '%s', num_images: %s, batch_size: %s, config: %s)",
                     self.__class__.__name__, side, len(images), batch_size, config)
    def __init__(self, side, images, model, use_mask, batch_size, config):
        logger.debug("Initializing %s: side: '%s', num_images: %s, batch_size: %s, config: %s)",
                     self.__class__.__name__, side, len(images), batch_size, config)
          self.model = model
          self.use_mask = use_mask
          self.side = side
          self.images = images
          self.target = None
keep keep keep keep replace replace replace keep keep keep keep keep
 Expose Augmentation Options to config 
plugins/train/trainer/_base.py