def _tf_example_input_placeholder():
  tf_example_placeholder = tf.placeholder(
      tf.string, shape=[], name='tf_example')
  tensor_dict = tf_example_decoder.TfExampleDecoder().decode(
      tf_example_placeholder)
  image = tensor_dict[fields.InputDataFields.image]
  return tf.expand_dims(image, axis=0)