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|
// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html.
//
// Copyright (C) 2018-2021 Intel Corporation
#include "../test_precomp.hpp"
#include "../common/gapi_core_tests.hpp"
#include <opencv2/gapi/cpu/core.hpp>
namespace
{
#define CORE_CPU [] () { return cv::compile_args(cv::gapi::use_only{cv::gapi::core::cpu::kernels()}); }
const std::vector <cv::Size> in_sizes{ cv::Size(1280, 720), cv::Size(128, 128) };
} // anonymous namespace
namespace opencv_test
{
// FIXME: Wut? See MulTestCPU/MathOpTest below (duplicate?)
INSTANTIATE_TEST_CASE_P(AddTestCPU, MathOpTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(CORE_CPU),
Values(ADD, MUL),
testing::Bool(),
Values(1.0),
Values(false)));
INSTANTIATE_TEST_CASE_P(MulTestCPU, MathOpTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(CORE_CPU),
Values(MUL),
testing::Bool(),
Values(1.0, 0.5, 2.0),
Values(false)));
INSTANTIATE_TEST_CASE_P(SubTestCPU, MathOpTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(CORE_CPU),
Values(SUB),
testing::Bool(),
Values (1.0),
testing::Bool()));
INSTANTIATE_TEST_CASE_P(DivTestCPU, MathOpTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(CORE_CPU),
Values(DIV),
testing::Bool(),
Values (1.0, 0.5, 2.0),
testing::Bool()));
INSTANTIATE_TEST_CASE_P(MulTestCPU, MulDoubleTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(DivTestCPU, DivTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(DivCTestCPU, DivCTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(MeanTestCPU, MeanTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(MaskTestCPU, MaskTest,
Combine(Values(CV_8UC1, CV_16UC1, CV_16SC1),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(SelectTestCPU, SelectTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(Polar2CartCPU, Polar2CartTest,
Combine(Values(CV_32FC1),
ValuesIn(in_sizes),
Values(CV_32FC1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(Cart2PolarCPU, Cart2PolarTest,
Combine(Values(CV_32FC1),
ValuesIn(in_sizes),
Values(CV_32FC1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(PhaseCPU, PhaseTest,
Combine(Values(CV_32F, CV_32FC3),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
/* angle_in_degrees */ testing::Bool()));
INSTANTIATE_TEST_CASE_P(SqrtCPU, SqrtTest,
Combine(Values(CV_32F, CV_32FC3),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(CompareTestCPU, CmpTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(CV_8U),
Values(CORE_CPU),
Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
testing::Bool(),
Values(AbsExact().to_compare_obj())));
INSTANTIATE_TEST_CASE_P(BitwiseTestCPU, BitwiseTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
Values(AND, OR, XOR),
testing::Bool()));
INSTANTIATE_TEST_CASE_P(BitwiseNotTestCPU, NotTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(MinTestCPU, MinTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(MaxTestCPU, MaxTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(SumTestCPU, SumTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
//Values(1e-5),
Values(CORE_CPU),
Values(AbsToleranceScalar(1e-5).to_compare_obj())));
INSTANTIATE_TEST_CASE_P(CountNonZeroTestCPU, CountNonZeroTest,
Combine(Values( CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
Values(AbsToleranceScalar(1e-5).to_compare_obj())));
INSTANTIATE_TEST_CASE_P(AbsDiffTestCPU, AbsDiffTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(AbsDiffCTestCPU, AbsDiffCTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(AddWeightedTestCPU, AddWeightedTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(CORE_CPU),
Values(Tolerance_FloatRel_IntAbs(1e-6, 1).to_compare_obj())));
INSTANTIATE_TEST_CASE_P(NormTestCPU, NormTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
Values(AbsToleranceScalar(1e-5).to_compare_obj()),
Values(NORM_INF, NORM_L1, NORM_L2)));
INSTANTIATE_TEST_CASE_P(IntegralTestCPU, IntegralTest,
Combine(Values( CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(ThresholdTestCPU, ThresholdTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
Values(cv::THRESH_BINARY, cv::THRESH_BINARY_INV, cv::THRESH_TRUNC,
cv::THRESH_TOZERO, cv::THRESH_TOZERO_INV),
Values(cv::Scalar(0, 0, 0, 0),
cv::Scalar(100, 100, 100, 100),
cv::Scalar(255, 255, 255, 255))));
INSTANTIATE_TEST_CASE_P(ThresholdTestCPU, ThresholdOTTest,
Combine(Values(CV_8UC1),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
Values(cv::THRESH_OTSU, cv::THRESH_TRIANGLE)));
INSTANTIATE_TEST_CASE_P(InRangeTestCPU, InRangeTest,
Combine(Values(CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(Split3TestCPU, Split3Test,
Combine(Values(CV_8UC3),
ValuesIn(in_sizes),
Values(CV_8UC1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(Split4TestCPU, Split4Test,
Combine(Values(CV_8UC4),
ValuesIn(in_sizes),
Values(CV_8UC1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(Merge3TestCPU, Merge3Test,
Combine(Values(CV_8UC1),
ValuesIn(in_sizes),
Values(CV_8UC3),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(Merge4TestCPU, Merge4Test,
Combine(Values(CV_8UC1),
ValuesIn(in_sizes),
Values(CV_8UC4),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(RemapTestCPU, RemapTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(FlipTestCPU, FlipTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
Values(0,1,-1)));
INSTANTIATE_TEST_CASE_P(CropTestCPU, CropTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
Values(cv::Rect(10, 8, 20, 35), cv::Rect(4, 10, 37, 50))));
INSTANTIATE_TEST_CASE_P(CopyTestCPU, CopyTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(LUTTestCPU, LUTTest,
Combine(Values(CV_8UC1, CV_8UC3),
ValuesIn(in_sizes),
Values(CV_8UC1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(LUTTestCustomCPU, LUTTest,
Combine(Values(CV_8UC3),
ValuesIn(in_sizes),
Values(CV_8UC3),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(ConvertToCPU, ConvertToTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(CV_8U, CV_16U, CV_16S, CV_32F),
Values(CORE_CPU),
Values(AbsExact().to_compare_obj()),
Values(2.5, 1.0, -1.0),
Values(250.0, 0.0, -128.0)));
INSTANTIATE_TEST_CASE_P(ConcatHorTestCPU, ConcatHorTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(ConcatVertTestCPU, ConcatVertTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(ConcatVertVecTestCPU, ConcatVertVecTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(ConcatHorVecTestCPU, ConcatHorVecTest,
Combine(Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(WarpPerspectiveTestCPU, WarpPerspectiveTest,
Combine(Values(CV_8UC1, CV_8UC3),
Values(cv::Size(1280, 720)),
Values(-1),
Values(CORE_CPU),
Values(AbsExact().to_compare_obj()),
Values(-50.0, 90.0),
Values(0.6),
Values(cv::INTER_LINEAR),
Values(cv::BORDER_CONSTANT),
Values(cv::Scalar())));
INSTANTIATE_TEST_CASE_P(WarpAffineTestCPU, WarpAffineTest,
Combine(Values(CV_8UC1, CV_8UC3),
Values(cv::Size(1280, 720)),
Values(-1),
Values(CORE_CPU),
Values(AbsExact().to_compare_obj()),
Values(-50.0, 90.0),
Values(0.6),
Values(cv::INTER_LINEAR),
Values(cv::BORDER_CONSTANT),
Values(cv::Scalar())));
INSTANTIATE_TEST_CASE_P(NormalizeTestCPU, NormalizeTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::Size(1280, 720)),
Values(-1),
Values(CORE_CPU),
Values(AbsExact().to_compare_obj()),
Values(0.0, 15.0),
Values(1.0, 120.0, 255.0),
Values(NORM_MINMAX, NORM_INF, NORM_L1, NORM_L2),
Values(-1, CV_8U, CV_16U, CV_16S, CV_32F)));
INSTANTIATE_TEST_CASE_P(KMeansNDNoInitTestCPU, KMeansNDTest,
Combine(Values(CV_32FC1),
Values(cv::Size(2, 20)),
Values(-1),
Values(CORE_CPU),
Values(AbsTolerance(0.01).to_compare_obj()),
Values(5),
Values(cv::KMEANS_RANDOM_CENTERS, cv::KMEANS_PP_CENTERS)));
INSTANTIATE_TEST_CASE_P(KMeansNDInitTestCPU, KMeansNDTest,
Combine(Values(CV_32FC1, CV_32FC3),
Values(cv::Size(1, 20),
cv::Size(2, 20),
cv::Size(5, 720)),
Values(-1),
Values(CORE_CPU),
Values(AbsTolerance(0.01).to_compare_obj()),
Values(5, 15),
Values(cv::KMEANS_RANDOM_CENTERS | cv::KMEANS_USE_INITIAL_LABELS,
cv::KMEANS_PP_CENTERS | cv::KMEANS_USE_INITIAL_LABELS)));
INSTANTIATE_TEST_CASE_P(KMeansNDInitReverseTestCPU, KMeansNDTest,
Combine(Values(CV_32FC3),
Values(cv::Size(20, 1)),
Values(-1),
Values(CORE_CPU),
Values(AbsTolerance(0.01).to_compare_obj()),
Values(5, 15),
Values(cv::KMEANS_RANDOM_CENTERS | cv::KMEANS_USE_INITIAL_LABELS,
cv::KMEANS_PP_CENTERS | cv::KMEANS_USE_INITIAL_LABELS)));
INSTANTIATE_TEST_CASE_P(KMeans2DNoInitTestCPU, KMeans2DTest,
Combine(Values(-1),
Values(cv::Size(-1, 20)),
Values(-1),
Values(CORE_CPU),
Values(5),
Values(cv::KMEANS_RANDOM_CENTERS, cv::KMEANS_PP_CENTERS)));
INSTANTIATE_TEST_CASE_P(KMeans2DInitTestCPU, KMeans2DTest,
Combine(Values(-1),
Values(cv::Size(-1, 720),
cv::Size(-1, 20)),
Values(-1),
Values(CORE_CPU),
Values(5, 15),
Values(cv::KMEANS_RANDOM_CENTERS | cv::KMEANS_USE_INITIAL_LABELS,
cv::KMEANS_PP_CENTERS | cv::KMEANS_USE_INITIAL_LABELS)));
INSTANTIATE_TEST_CASE_P(KMeans3DNoInitTestCPU, KMeans3DTest,
Combine(Values(-1),
Values(cv::Size(-1, 20)),
Values(-1),
Values(CORE_CPU),
Values(5),
Values(cv::KMEANS_RANDOM_CENTERS, cv::KMEANS_PP_CENTERS)));
INSTANTIATE_TEST_CASE_P(KMeans3DInitTestCPU, KMeans3DTest,
Combine(Values(-1),
Values(cv::Size(-1, 720),
cv::Size(-1, 20)),
Values(-1),
Values(CORE_CPU),
Values(5, 15),
Values(cv::KMEANS_RANDOM_CENTERS | cv::KMEANS_USE_INITIAL_LABELS,
cv::KMEANS_PP_CENTERS | cv::KMEANS_USE_INITIAL_LABELS)));
INSTANTIATE_TEST_CASE_P(TransposeTestCPU, TransposeTest,
Combine(Values(CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1,
CV_8UC2, CV_16UC2, CV_16SC2, CV_32FC2,
CV_8UC3, CV_16UC3, CV_16SC3, CV_32FC3),
ValuesIn(in_sizes),
Values(-1),
Values(CORE_CPU),
Values(AbsExact().to_compare_obj())));
// PLEASE DO NOT PUT NEW ACCURACY TESTS BELOW THIS POINT! //////////////////////
INSTANTIATE_TEST_CASE_P(BackendOutputAllocationTestCPU, BackendOutputAllocationTest,
Combine(Values(CV_8UC3, CV_16SC2, CV_32FC1),
Values(cv::Size(50, 50)),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(BackendOutputAllocationLargeSizeWithCorrectSubmatrixTestCPU,
BackendOutputAllocationLargeSizeWithCorrectSubmatrixTest,
Combine(Values(CV_8UC3, CV_16SC2, CV_32FC1),
Values(cv::Size(50, 50)),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(ReInitOutTestCPU, ReInitOutTest,
Combine(Values(CV_8UC3, CV_16SC4, CV_32FC1),
Values(cv::Size(640, 480)),
Values(-1),
Values(CORE_CPU),
Values(cv::Size(640, 400),
cv::Size(10, 480))));
INSTANTIATE_TEST_CASE_P(ParseTestCPU, ParseSSDBLTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_32FC1),
Values(cv::Size(1920, 1080)),
Values(-1),
Values(CORE_CPU),
Values(0.3f, 0.5f, 0.7f),
Values(-1, 0, 1)));
INSTANTIATE_TEST_CASE_P(ParseTestCPU, ParseSSDTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_32FC1),
Values(cv::Size(1920, 1080)),
Values(-1),
Values(CORE_CPU),
Values(0.3f, 0.5f, 0.7f),
testing::Bool(),
testing::Bool()));
INSTANTIATE_TEST_CASE_P(ParseTestCPU, ParseYoloTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_32FC1),
Values(cv::Size(1920, 1080)),
Values(-1),
Values(CORE_CPU),
Values(0.3f, 0.5f, 0.7f),
Values(0.5f, 1.0f),
Values(80, 7),
Values(std::make_pair(false, 3),
std::make_pair(false, 4),
std::make_pair(true, 2),
std::make_pair(true, 3),
std::make_pair(true, 4))));
INSTANTIATE_TEST_CASE_P(SizeTestCPU, SizeTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_32FC1),
Values(cv::Size(32, 32),
cv::Size(640, 320)),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(SizeRTestCPU, SizeRTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_32FC1),
Values(cv::Size(32, 32),
cv::Size(640, 320)),
Values(-1),
Values(CORE_CPU)));
INSTANTIATE_TEST_CASE_P(SizeMFTestCPU, SizeMFTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_32FC1),
Values(cv::Size(32, 32),
cv::Size(640, 320)),
Values(-1),
Values(CORE_CPU)));
}
|
