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