          -------
          :class:`numpy.ndarray`
              The center and scale of the bounding box
          """
          logger.trace("Calculating center and scale")  # type:ignore
          center_scale = np.empty((len(detected_faces), 68, 3), dtype='float32')
          for index, face in enumerate(detected_faces):
              x_center = (cast(int, face.left) + face.right) / 2.0
              y_center = (cast(int, face.top) + face.bottom) / 2.0 - cast(int, face.height) * 0.12
              scale = (cast(int, face.width) + cast(int, face.height)) * self.reference_scale
 
</s> remove         logger.trace("Calculated center and scale: %s", center_scale)  # type:ignore
 </s> add         logger.trace("Calculated center and scale: %s", center_scale)  # type:ignore[attr-defined] </s> remove         logger.trace("Aligned image around center")  # type:ignore
 </s> add         logger.trace("Aligned image around center")  # type:ignore[attr-defined] </s> remove         logger.debug("Cropping images")
 </s> add         logger.trace("Cropping images")  # type:ignore[attr-defined] </s> remove         logger.debug("Transforming Points")
 </s> add         logger.trace("Transforming Points")  # type:ignore[attr-defined] </s> remove         logger.trace("Predicting Landmarks")  # type:ignore
 </s> add         logger.trace("Predicting Landmarks")  # type:ignore[attr-defined]
        logger.trace("Calculating center and scale")  # type:ignore[attr-defined]
          -------
          :class:`numpy.ndarray`
              The center and scale of the bounding box
          """
        logger.trace("Calculating center and scale")  # type:ignore[attr-defined]
          center_scale = np.empty((len(detected_faces), 68, 3), dtype='float32')
          for index, face in enumerate(detected_faces):
              x_center = (cast(int, face.left) + face.right) / 2.0
              y_center = (cast(int, face.top) + face.bottom) / 2.0 - cast(int, face.height) * 0.12
              scale = (cast(int, face.width) + cast(int, face.height)) * self.reference_scale
keep keep keep keep replace keep keep keep keep keep
 Bugfix - Extract - re-align with identity filtering enabled 
plugins/extract/align/fan.py