import tensorflow as tf

        Valid values: `detection`, `classification`. Default 'detection'.

    Returns:
      A dict mapping variable names to variables.
    """
    return {var.op.name: var for var in tf.global_variables()}

  def updates(self):
    """Returns a list of update operators for this model.

