opencv.hpp

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// Copyright (c) 2014-2023, Lawrence Livermore National Security, LLC.
// Produced at the Lawrence Livermore National Laboratory.
// Written by the LBANN Research Team (B. Van Essen, et al.) listed in
// the CONTRIBUTORS file. <lbann-dev@llnl.gov>
//
// LLNL-CODE-697807.
// All rights reserved.
//
// This file is part of LBANN: Livermore Big Artificial Neural Network
// Toolkit. For details, see http://software.llnl.gov/LBANN or
// https://github.com/LLNL/LBANN.
//
// Licensed under the Apache License, Version 2.0 (the "Licensee"); 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.

#ifndef LBANN_UTILS_OPENCV_HPP_INCLUDED
#define LBANN_UTILS_OPENCV_HPP_INCLUDED

#include "lbann/utils/exception.hpp"
#include "lbann/utils/type_erased_matrix.hpp"
#include <opencv2/core.hpp>

namespace lbann {
namespace utils {

inline bool check_is_image(const utils::type_erased_matrix& data,
                           const std::vector<size_t>& dims)
{
  try {
    // Check if we can do the conversion.
    const auto& unused = data.template get<uint8_t>();
    (void)unused;
  }
  catch (const std::bad_any_cast&) {
    return false;
  }
  if (dims.size() != 3 || (dims[0] != 1 && dims[0] != 3)) {
    return false;
  }
  return true;
}

inline void assert_is_image(const utils::type_erased_matrix& data,
                            const std::vector<size_t>& dims)
{
  try {
    // Check if we can do the conversion.
    const auto& unused = data.template get<uint8_t>();
    (void)unused;
  }
  catch (const std::bad_any_cast&) {
    LBANN_ERROR("Data is not an image: not uint8_t.");
  }
  if (dims.size() != 3 || (dims[0] != 1 && dims[0] != 3)) {
    LBANN_ERROR("Data is not an image: bad dims.");
  }
}

inline cv::Mat get_opencv_mat(utils::type_erased_matrix& data,
                              const std::vector<size_t>& dims)
{
  assert_is_image(data, dims);
  auto& mat = data.template get<uint8_t>();
  return cv::Mat(dims[1],
                 dims[2],
                 dims[0] == 1 ? CV_8UC1 : CV_8UC3,
                 mat.Buffer());
}

inline cv::Mat get_opencv_mat(El::Matrix<uint8_t>& data,
                              const std::vector<size_t>& dims)
{
  if (dims.size() != 3 || (dims[0] != 1 && dims[0] != 3)) {
    LBANN_ERROR("Data is not an image: bad dims.");
  }
  return cv::Mat(dims[1],
                 dims[2],
                 dims[0] == 1 ? CV_8UC1 : CV_8UC3,
                 data.Buffer());
}

} // namespace utils
} // namespace lbann

#endif // LBANN_UTILS_OPENCV_HPP_INCLUDED