              The calculated centers and scales for the batch
          resolutions: :class:`numpy.ndarray`
              The resolutions
          """
          logger.debug("Transforming Points")
          num_images, num_landmarks = points.shape[:2]
          transform_matrix = np.eye(3, dtype='float32')
          transform_matrix = np.repeat(transform_matrix[None, :], num_landmarks, axis=0)
          transform_matrix = np.repeat(transform_matrix[None, :, :], num_images, axis=0)
          scales = center_scales[:, :, 2] / resolutions
 
</s> remove         logger.trace("Obtain points from prediction")  # type:ignore
 </s> add         logger.trace("Obtain points from prediction")  # type:ignore[attr-defined] </s> remove         logger.debug("Cropping images")
 </s> add         logger.trace("Cropping images")  # type:ignore[attr-defined] </s> remove         logger.trace("Transformed Points: %s", retval)  # type:ignore
 </s> add         logger.trace("Transformed Points: %s", retval)  # type:ignore[attr-defined] </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("Calculating center and scale")  # type:ignore
 </s> add         logger.trace("Calculating center and scale")  # type:ignore[attr-defined]
        logger.trace("Transforming Points")  # type:ignore[attr-defined]
              The calculated centers and scales for the batch
          resolutions: :class:`numpy.ndarray`
              The resolutions
          """
        logger.trace("Transforming Points")  # type:ignore[attr-defined]
          num_images, num_landmarks = points.shape[:2]
          transform_matrix = np.eye(3, dtype='float32')
          transform_matrix = np.repeat(transform_matrix[None, :], num_landmarks, axis=0)
          transform_matrix = np.repeat(transform_matrix[None, :, :], num_images, axis=0)
          scales = center_scales[:, :, 2] / resolutions
keep keep keep keep replace keep keep keep keep keep
 Bugfix - Extract - re-align with identity filtering enabled 
plugins/extract/align/fan.py