          The 68 point landmarks as discovered in :mod:`plugins.extract.align`. Should be a ``list``
          of 68 `(x, y)` ``tuples`` with each of the landmark co-ordinates.
      """
      def __init__(self, image=None, x=None, w=None, y=None, h=None,
                   landmarks_xy=None, filename=None):
          logger.trace("Initializing %s: (image: %s, x: %s, w: %s, y: %s, h:%s, "
                       "landmarks_xy: %s, filename: %s)",
                       self.__class__.__name__,
                       image.shape if image is not None and image.any() else image,
                       x, w, y, h, landmarks_xy, filename)
 
</s> remove                      x, w, y, h, landmarks_xy, filename)
 </s> add                      x, w, y, h, landmarks_xy,
                     {k: v.shape for k, v in mask} if mask is not None else mask,
                     filename) </s> remove         self.x = x
        self.w = w
        self.y = y
        self.h = h
 </s> add         self.x = x  # pylint:disable=invalid-name
        self.w = w  # pylint:disable=invalid-name
        self.y = y  # pylint:disable=invalid-name
        self.h = h  # pylint:disable=invalid-name </s> remove                  normalize_method=None, input_size=256, output_size=256, coverage_ratio=1.):
 </s> add                  normalize_method=None):
                 landmarks_xy=None, mask=None, filename=None):
          The 68 point landmarks as discovered in :mod:`plugins.extract.align`. Should be a ``list``
          of 68 `(x, y)` ``tuples`` with each of the landmark co-ordinates.
      """
      def __init__(self, image=None, x=None, w=None, y=None, h=None,
                 landmarks_xy=None, mask=None, filename=None):
          logger.trace("Initializing %s: (image: %s, x: %s, w: %s, y: %s, h:%s, "
                       "landmarks_xy: %s, filename: %s)",
                       self.__class__.__name__,
                       image.shape if image is not None and image.any() else image,
                       x, w, y, h, landmarks_xy, filename)
keep keep keep keep replace keep keep keep keep keep
 Mask plugin cleanup

- PEP8 Fixes
- Remove config for non NN Masks
- Tidy up defaults helptext
- cli.py fix typos
- Remove unused imports and functions _base.py
- Standardize input_size param
- Enable and update documentation
- Change references from `aligner` to `masker`
- Change  input_size, output_size and coverage_ratio from kwargs to params
- Move load_aligned to batch input iterator
- Remove unnecessary self.input param
- Add softmax layer append function to KSession
- Remove references to KSession protected objects
- Standardize plugin output into finalize method
- Make masks full frame and add to lib.faces_detect
- Add masks to alignments.json (temporary zipped base64 solution) 
lib/faces_detect.py