# Copyright 2018 Google, Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

import collections

import tensorflow as tf
import numpy as np

ImageLabelOnehot = collections.namedtuple('ImageLabelOnehot',
                                          ['image', 'label', 'label_onehot'])
ImageLabelOnehotRegression = collections.namedtuple(
    "ImageLabelOnehotRegression",
    ["image", "label", "label_onehot", "regression_target"])