/* * Copyright (c) 2017-2019 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/core/Types.h" #include "arm_compute/runtime/NEON/functions/NEHarrisCorners.h" #include "arm_compute/runtime/Tensor.h" #include "arm_compute/runtime/TensorAllocator.h" #include "tests/NEON/Accessor.h" #include "tests/NEON/ArrayAccessor.h" #include "tests/PaddingCalculator.h" #include "tests/datasets/BorderModeDataset.h" #include "tests/datasets/ImageFileDatasets.h" #include "tests/datasets/ShapeDatasets.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/HarrisCornersFixture.h" namespace arm_compute { namespace test { namespace validation { namespace { /* Allowed percentage of keypoints missing for target */ const float allowed_missing_percentage = 10.f; /* Allowed percentage of keypoints mismatching between target and reference */ const float allowed_mismatch_percentage = 10.f; const auto data = combine(framework::dataset::make("GradientSize", { 3, 5, 7 }), combine(framework::dataset::make("BlockSize", { 3, 5, 7 }), datasets::BorderModes())); } // namespace TEST_SUITE(NEON) TEST_SUITE(HarrisCorners) DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(combine(datasets::Small2DShapes(), data), framework::dataset::make("Format", Format::U8)), shape, gradient_size, block_size, border_mode, format) { std::mt19937 gen(library->seed()); std::uniform_real_distribution real_dist(0.f, 0.01f); const float threshold = real_dist(gen); const float sensitivity = real_dist(gen); constexpr float max_euclidean_distance = 30.f; real_dist = std::uniform_real_distribution(0.f, max_euclidean_distance); const float min_dist = real_dist(gen); // Generate a random constant value std::uniform_int_distribution int_dist(0, 255); const uint8_t constant_border_value = int_dist(gen); // Create tensors Tensor src = create_tensor(shape, data_type_from_format(format)); src.info()->set_format(format); KeyPointArray corners; ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS); // Create harris corners configure function NEHarrisCorners harris_corners; harris_corners.configure(&src, threshold, min_dist, sensitivity, gradient_size, block_size, &corners, border_mode, constant_border_value); // Validate padding PaddingCalculator calculator(shape.x(), 8); calculator.set_border_mode(border_mode); calculator.set_border_size(gradient_size / 2); calculator.set_access_offset(-gradient_size / 2); calculator.set_accessed_elements(16); const PaddingSize padding = calculator.required_padding(); validate(src.info()->padding(), padding); } template using NEHarrisCornersFixture = HarrisCornersValidationFixture; FIXTURE_DATA_TEST_CASE(RunSmall, NEHarrisCornersFixture, framework::DatasetMode::PRECOMMIT, combine(combine(datasets::SmallImageFiles(), data), framework::dataset::make("Format", Format::U8))) { // Validate output ArrayAccessor array(_target); validate_keypoints(array.buffer(), array.buffer() + array.num_values(), _reference.begin(), _reference.end(), RelativeTolerance(0.0001f), allowed_missing_percentage, allowed_mismatch_percentage); } FIXTURE_DATA_TEST_CASE(RunLarge, NEHarrisCornersFixture, framework::DatasetMode::NIGHTLY, combine(combine(datasets::LargeImageFiles(), data), framework::dataset::make("Format", Format::U8))) { // Validate output ArrayAccessor array(_target); validate_keypoints(array.buffer(), array.buffer() + array.num_values(), _reference.begin(), _reference.end(), RelativeTolerance(0.0001f), allowed_missing_percentage, allowed_mismatch_percentage); } TEST_SUITE_END() TEST_SUITE_END() } // namespace validation } // namespace test } // namespace arm_compute