/* * 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. */ #include "arm_compute/runtime/CL/CLArray.h" #include "arm_compute/runtime/CL/functions/CLHOGDescriptor.h" #include "arm_compute/runtime/CL/functions/CLHOGDetector.h" #include "tests/CL/CLAccessor.h" #include "tests/CL/CLArrayAccessor.h" #include "tests/CL/CLHOGAccessor.h" #include "tests/datasets/HOGDescriptorDataset.h" #include "tests/framework/Asserts.h" #include "tests/framework/Macros.h" #include "tests/framework/datasets/Datasets.h" #include "tests/validation/Validation.h" #include "tests/validation/fixtures/HOGDetectorFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { /* Set the tolerance (percentage) used when validating the score of detection window. */ RelativeTolerance tolerance(0.01f); /* Input dataset (values must be a multiple of the HOGInfo block_size) */ const auto DetectionWindowStrideDataset = framework::dataset::make("DetectionWindowStride", { Size2D(8, 8), Size2D(16, 16) }); } // namespace TEST_SUITE(CL) TEST_SUITE(HOGDetector) // *INDENT-OFF* // clang-format off using CLHOGDetectorFixture = HOGDetectorValidationFixture, CLHOGAccessor, CLHOGDetector, uint8_t, float>; FIXTURE_DATA_TEST_CASE(RunSmall, CLHOGDetectorFixture, framework::DatasetMode::PRECOMMIT, combine(combine(combine( DetectionWindowStrideDataset, datasets::SmallHOGDescriptorDataset()), framework::dataset::make("Format", Format::U8)), framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE}))) { // Validate output validate_detection_windows(_target.begin(), _target.end(), _reference.begin(), _reference.end(), tolerance); } FIXTURE_DATA_TEST_CASE(RunLarge, CLHOGDetectorFixture, framework::DatasetMode::NIGHTLY, combine(combine(combine( DetectionWindowStrideDataset, datasets::LargeHOGDescriptorDataset()), framework::dataset::make("Format", Format::U8)), framework::dataset::make("BorderMode", {BorderMode::CONSTANT, BorderMode::REPLICATE}))) { // Validate output validate_detection_windows(_target.begin(), _target.end(), _reference.begin(), _reference.end(), tolerance); } // clang-format on // *INDENT-ON* TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute