          """ **Override method** (at `<plugin_type>` level)
  
          This method is overridable at the `<plugin_type>` level (ie.
          :mod:`plugins.extract.detect._base` or :mod:`plugins.extract.align._base`) and should not
          be overriden within plugins themselves.
  
          Handles consistent finalization for all plugins that exist within that plugin type. Its
          input is always the output from :func:`process_output()`
  
          Parameters
 
</s> remove         This method is overridable at the `<plugin_type>` level (ie.
 </s> add         This method should be overridden at the `<plugin_type>` level (IE. </s> remove         be overriden within plugins themselves.
 </s> add         be overridden within plugins themselves. </s> remove         be overriden within plugins themselves.
 </s> add         be overridden within plugins themselves. </s> remove         This method is overridable at the `<plugin_type>` level (ie.
 </s> add         This method should be overridden at the `<plugin_type>` level (IE. </s> remove         This method is overridable at the `<plugin_type>` level (ie.
 </s> add         This method should be overridden at the `<plugin_type>` level (IE.
        be overridden within plugins themselves.
          """ **Override method** (at `<plugin_type>` level)
  
          This method is overridable at the `<plugin_type>` level (ie.
          :mod:`plugins.extract.detect._base` or :mod:`plugins.extract.align._base`) and should not
        be overridden within plugins themselves.
  
          Handles consistent finalization for all plugins that exist within that plugin type. Its
          input is always the output from :func:`process_output()`
  
          Parameters
keep keep keep keep replace keep keep keep keep keep
 Smart Mask - Extract code review

- Lint simple_tests.py
- Only reformat alignments file if it exists otherwise change filename
- Update legacy alignments to new format at all stages
- faces_detect.Mask.from_dict - logging format fix
- convert.py fix otf for new pipeline
- cli.py - Add note that masks not used. Revert convert masks
- faces_detect.py - Revert non-extract code
- Add .p and .pickle extensions for serializer
- plugins/extract revert some changes
- scripts/fsmedia - Revert code changes
- Pipeline - cleanup
- Consistant alpha channel stripping (fixes single-process)
- Store landmarks as numpy array
- Code attribution
- Normalize feed face and reference face to 0.0 - 1.0 in convert
- Lock in mask VRAM sized
- Add documentation to plugin_loader
- Update alignments tool to work with new format 
plugins/extract/_base.py