| /* |
| * Copyright (c) 2018-2020 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<float> 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<CLTensor, |
| CLHOG, |
| CLDetectionWindowArray, |
| CLHOGDescriptor, |
| CLAccessor, |
| CLArrayAccessor<DetectionWindow>, |
| CLHOGAccessor, |
| CLHOGDetector, |
| uint8_t, |
| float>; |
| |
| FIXTURE_DATA_TEST_CASE(RunSmall, CLHOGDetectorFixture, framework::DatasetMode::NIGHTLY, |
| 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 |