171 lines
6.7 KiB
C++
171 lines
6.7 KiB
C++
/*
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* Copyright (c) 2018 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#ifndef ARM_COMPUTE_HOG_MULTI_DETECTION_DATASET
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#define ARM_COMPUTE_HOG_MULTI_DETECTION_DATASET
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#include "arm_compute/core/HOGInfo.h"
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#include "tests/framework/datasets/Datasets.h"
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namespace arm_compute
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{
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namespace test
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{
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namespace datasets
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{
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class HOGMultiDetectionDataset
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{
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public:
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using type = std::tuple<std::string, std::vector<HOGInfo>>;
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struct iterator
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{
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iterator(std::vector<std::string>::const_iterator image_it,
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std::vector<std::string>::const_iterator hog_infos_name_it,
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std::vector<std::vector<HOGInfo>>::const_iterator hog_infos_it)
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: _image_it{ std::move(image_it) },
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_hog_infos_name_it{ std::move(hog_infos_name_it) },
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_hog_infos_it{ std::move(hog_infos_it) }
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{
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}
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std::string description() const
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{
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std::stringstream description;
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description << "Image=" << *_image_it << ":";
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description << "HOGInfoSet=" << *_hog_infos_name_it;
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return description.str();
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}
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HOGMultiDetectionDataset::type operator*() const
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{
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return std::make_tuple(*_image_it, *_hog_infos_it);
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}
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iterator &operator++()
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{
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++_image_it;
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++_hog_infos_name_it;
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++_hog_infos_it;
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return *this;
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}
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private:
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std::vector<std::string>::const_iterator _image_it;
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std::vector<std::string>::const_iterator _hog_infos_name_it;
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std::vector<std::vector<HOGInfo>>::const_iterator _hog_infos_it;
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};
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iterator begin() const
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{
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return iterator(_image.begin(), _hog_infos_name.begin(), _hog_infos.begin());
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}
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int size() const
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{
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return std::min(_image.size(), _hog_infos.size());
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}
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void add_config(std::string image,
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std::string hog_infos_name,
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std::vector<HOGInfo> hog_info_vec)
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{
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_image.emplace_back(std::move(image));
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_hog_infos_name.emplace_back(std::move(hog_infos_name));
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_hog_infos.emplace_back(hog_info_vec);
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}
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protected:
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HOGMultiDetectionDataset() = default;
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HOGMultiDetectionDataset(HOGMultiDetectionDataset &&) = default;
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private:
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std::vector<std::string> _image{};
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std::vector<std::string> _hog_infos_name{};
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std::vector<std::vector<HOGInfo>> _hog_infos{};
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};
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using MultiHOGDataset = std::vector<HOGInfo>;
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// *INDENT-OFF*
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// clang-format off
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static const MultiHOGDataset mixed
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{
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// cell_size block_size detection_size block_stride bin normalization_type thresh phase_type
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HOGInfo(Size2D(8U, 8U), Size2D(16U, 16U), Size2D(64U, 128U), Size2D(8U, 8U), 3U, HOGNormType::L1_NORM, 0.2f, PhaseType::SIGNED),
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HOGInfo(Size2D(8U, 8U), Size2D(16U, 16U), Size2D(128U, 256U), Size2D(8U, 8U), 5U, HOGNormType::L1_NORM, 0.3f, PhaseType::SIGNED),
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HOGInfo(Size2D(16U, 16U), Size2D(32U, 32U), Size2D(64U, 128U), Size2D(32U, 32U), 7U, HOGNormType::L1_NORM, 0.4f, PhaseType::SIGNED),
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HOGInfo(Size2D(16U, 16U), Size2D(32U, 32U), Size2D(128U, 256U), Size2D(32U, 32U), 9U, HOGNormType::L1_NORM, 0.5f, PhaseType::SIGNED),
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};
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// cell_size and bin_size fixed
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static const MultiHOGDataset skip_binning
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{
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// cell_size block_size detection_size block_stride bin normalization_type thresh phase_type
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HOGInfo(Size2D(8U, 8U), Size2D(16U, 16U), Size2D(64U, 128U), Size2D(8U, 8U), 9U, HOGNormType::L2HYS_NORM, 0.2f, PhaseType::SIGNED),
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HOGInfo(Size2D(8U, 8U), Size2D(16U, 16U), Size2D(128U, 256U), Size2D(8U, 8U), 9U, HOGNormType::L2HYS_NORM, 0.2f, PhaseType::SIGNED),
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HOGInfo(Size2D(8U, 8U), Size2D(32U, 32U), Size2D(64U, 128U), Size2D(16U, 16U), 9U, HOGNormType::L2HYS_NORM, 0.2f, PhaseType::SIGNED),
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HOGInfo(Size2D(8U, 8U), Size2D(32U, 32U), Size2D(128U, 256U), Size2D(16U, 16U), 9U, HOGNormType::L2HYS_NORM, 0.2f, PhaseType::SIGNED),
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};
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// cell_size and bin_size and block_size and block_stride fixed
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static const MultiHOGDataset skip_normalization
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{
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// cell_size block_size detection_size block_stride bin normalization_type thresh phase_type
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HOGInfo(Size2D(8U, 8U), Size2D(16U, 16U), Size2D(64U, 128U), Size2D(8U, 8U), 9U, HOGNormType::L2_NORM, 0.2f, PhaseType::SIGNED),
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HOGInfo(Size2D(8U, 8U), Size2D(16U, 16U), Size2D(128U, 256U), Size2D(8U, 8U), 9U, HOGNormType::L2_NORM, 0.3f, PhaseType::SIGNED),
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HOGInfo(Size2D(8U, 8U), Size2D(16U, 16U), Size2D(64U, 128U), Size2D(8U, 8U), 9U, HOGNormType::L2_NORM, 0.4f, PhaseType::SIGNED),
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HOGInfo(Size2D(8U, 8U), Size2D(16U, 16U), Size2D(128U, 256U), Size2D(8U, 8U), 9U, HOGNormType::L2_NORM, 0.5f, PhaseType::SIGNED),
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};
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// clang-format on
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// *INDENT-ON*
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class SmallHOGMultiDetectionDataset final : public HOGMultiDetectionDataset
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{
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public:
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SmallHOGMultiDetectionDataset()
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{
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add_config("800x600.ppm", "MIXED", mixed);
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add_config("800x600.ppm", "SKIP_BINNING", skip_binning);
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add_config("800x600.ppm", "SKIP_NORMALIZATION", skip_normalization);
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}
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};
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class LargeHOGMultiDetectionDataset final : public HOGMultiDetectionDataset
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{
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public:
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LargeHOGMultiDetectionDataset()
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{
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add_config("1920x1080.ppm", "MIXED", mixed);
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add_config("1920x1080.ppm", "SKIP_BINNING", skip_binning);
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add_config("1920x1080.ppm", "SKIP_NORMALIZATION", skip_normalization);
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}
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};
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} // namespace datasets
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} // namespace test
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} // namespace arm_compute
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#endif /* ARM_COMPUTE_HOG_MULTI_DETECTION_DATASET */
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