  """
  
  
  _HELPTEXT = (
      "UNET_DFL options. Mask designed to provide smart segmentation of mostly frontal faces. "
      "The mask model has been trained by community members. Insert more commentary on testing "
      "here. Profile faces may result in sub-par performance."
      )
  
  
 
</s> remove     "VGG_Obstructed options. Mask designed to provide smart segmentation of mostly frontal faces. "
    "The mask model has been specifically trained to recognize some facial obstructions ( "
    "hands and eyeglasses ). Profile faces may result in sub-par performance."
 </s> add     "VGG_Obstructed options. Mask designed to provide smart segmentation of mostly frontal "
    "faces.\nThe mask model has been specifically trained to recognize some facial obstructions "
    "(hands and eyeglasses). Profile faces may result in sub-par performance." </s> remove     "of obstructions.  Profile faces and obstructions may result in sub-par performance."
 </s> add     "of obstructions.\nProfile faces and obstructions may result in sub-par performance." </s> remove                                       "based on the positioning of landmark locations. A convenx "
 </s> add                                       "based on the positioning of landmark locations. A convex " </s> remove                                       "locations. A convenx hull is constructed around the "
 </s> add                                       "locations. A convex hull is constructed around the " </s> remove         return get_matrix_scaling(self._feed_matrix)
 </s> add         return get_matrix_scaling(self.feed_matrix)
    "UNET_DFL options. Mask designed to provide smart segmentation of mostly frontal faces.\n"
  """
  
  
  _HELPTEXT = (
    "UNET_DFL options. Mask designed to provide smart segmentation of mostly frontal faces.\n"
      "The mask model has been trained by community members. Insert more commentary on testing "
      "here. Profile faces may result in sub-par performance."
      )
  
  
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) 
plugins/extract/mask/unet_dfl_defaults.py