feat: 切换后端至PaddleOCR-NCNN,切换工程为CMake

1.项目后端整体迁移至PaddleOCR-NCNN算法,已通过基本的兼容性测试
2.工程改为使用CMake组织,后续为了更好地兼容第三方库,不再提供QMake工程
3.重整权利声明文件,重整代码工程,确保最小化侵权风险

Log: 切换后端至PaddleOCR-NCNN,切换工程为CMake
Change-Id: I4d5d2c5d37505a4a24b389b1a4c5d12f17bfa38c
This commit is contained in:
wangzhengyang
2022-05-10 09:54:44 +08:00
parent ecdd171c6f
commit 718c41634f
10018 changed files with 3593797 additions and 186748 deletions

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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 Intel Corporation
#include "../perf_precomp.hpp"
#include "gapi_core_perf_tests_inl.hpp"

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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
#ifndef OPENCV_GAPI_CORE_PERF_TESTS_HPP
#define OPENCV_GAPI_CORE_PERF_TESTS_HPP
#include "../../test/common/gapi_tests_common.hpp"
#include "../../test/common/gapi_parsers_tests_common.hpp"
#include <opencv2/gapi/core.hpp>
namespace opencv_test
{
using namespace perf;
enum bitwiseOp
{
AND = 0,
OR = 1,
XOR = 2,
NOT = 3
};
//------------------------------------------------------------------------------
class AddPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class AddCPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class SubPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class SubCPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class SubRCPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class MulPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class MulDoublePerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class MulCPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class DivPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, MatType, int, cv::GCompileArgs>> {};
class DivCPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class DivRCPerfTest : public TestPerfParams<tuple<compare_f,cv::Size, MatType, int, cv::GCompileArgs>> {};
class MaskPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class MeanPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class Polar2CartPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class Cart2PolarPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class CmpPerfTest : public TestPerfParams<tuple<CmpTypes, cv::Size, MatType, cv::GCompileArgs>> {};
class CmpWithScalarPerfTest : public TestPerfParams<tuple<compare_f, CmpTypes, cv::Size, MatType, cv::GCompileArgs>> {};
class BitwisePerfTest : public TestPerfParams<tuple<bitwiseOp, bool, cv::Size, MatType, cv::GCompileArgs>> {};
class BitwiseNotPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class SelectPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class MinPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class MaxPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class AbsDiffPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class AbsDiffCPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class SumPerfTest : public TestPerfParams<tuple<compare_scalar_f, cv::Size, MatType, cv::GCompileArgs>> {};
class CountNonZeroPerfTest : public TestPerfParams<tuple<compare_scalar_f, cv::Size, MatType, cv::GCompileArgs>> {};
class AddWeightedPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, MatType, int, cv::GCompileArgs>> {};
class NormPerfTest : public TestPerfParams<tuple<compare_scalar_f, NormTypes, cv::Size, MatType, cv::GCompileArgs>> {};
class IntegralPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class ThresholdPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class ThresholdOTPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class InRangePerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class Split3PerfTest : public TestPerfParams<tuple<cv::Size, cv::GCompileArgs>> {};
class Split4PerfTest : public TestPerfParams<tuple<cv::Size, cv::GCompileArgs>> {};
class Merge3PerfTest : public TestPerfParams<tuple<cv::Size, cv::GCompileArgs>> {};
class Merge4PerfTest : public TestPerfParams<tuple<cv::Size, cv::GCompileArgs>> {};
class RemapPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class FlipPerfTest : public TestPerfParams<tuple<cv::Size, MatType, int, cv::GCompileArgs>> {};
class CropPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::Rect, cv::GCompileArgs>> {};
class CopyPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class ConcatHorPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class ConcatHorVecPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class ConcatVertPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class ConcatVertVecPerfTest : public TestPerfParams<tuple<cv::Size, MatType, cv::GCompileArgs>> {};
class LUTPerfTest : public TestPerfParams<tuple<MatType, MatType, cv::Size, cv::GCompileArgs>> {};
class ConvertToPerfTest : public TestPerfParams<tuple<compare_f, MatType, int, cv::Size, double, double, cv::GCompileArgs>> {};
class KMeansNDPerfTest : public TestPerfParams<tuple<cv::Size, CompareMats, int,
cv::KmeansFlags, cv::GCompileArgs>> {};
class KMeans2DPerfTest : public TestPerfParams<tuple<int, int, cv::KmeansFlags,
cv::GCompileArgs>> {};
class KMeans3DPerfTest : public TestPerfParams<tuple<int, int, cv::KmeansFlags,
cv::GCompileArgs>> {};
class TransposePerfTest : public TestPerfParams<tuple<compare_f, cv::Size, MatType, cv::GCompileArgs>> {};
class ResizePerfTest : public TestPerfParams<tuple<compare_f, MatType, int, cv::Size, cv::Size, cv::GCompileArgs>> {};
class ResizeFxFyPerfTest : public TestPerfParams<tuple<compare_f, MatType, int, cv::Size, double, double, cv::GCompileArgs>> {};
class ParseSSDBLPerfTest : public TestPerfParams<tuple<cv::Size, float, int, cv::GCompileArgs>>, public ParserSSDTest {};
class ParseSSDPerfTest : public TestPerfParams<tuple<cv::Size, float, bool, bool, cv::GCompileArgs>>, public ParserSSDTest {};
class ParseYoloPerfTest : public TestPerfParams<tuple<cv::Size, float, float, int, cv::GCompileArgs>>, public ParserYoloTest {};
class SizePerfTest : public TestPerfParams<tuple<MatType, cv::Size, cv::GCompileArgs>> {};
class SizeRPerfTest : public TestPerfParams<tuple<cv::Size, cv::GCompileArgs>> {};
}
#endif // OPENCV_GAPI_CORE_PERF_TESTS_HPP

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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 Intel Corporation
#include "../perf_precomp.hpp"
#include "gapi_imgproc_perf_tests_inl.hpp"

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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) 2018-2020 Intel Corporation
#ifndef OPENCV_GAPI_IMGPROC_PERF_TESTS_HPP
#define OPENCV_GAPI_IMGPROC_PERF_TESTS_HPP
#include "../../test/common/gapi_tests_common.hpp"
#include <opencv2/gapi/imgproc.hpp>
namespace opencv_test
{
using namespace perf;
//------------------------------------------------------------------------------
class SepFilterPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int, cv::GCompileArgs>> {};
class Filter2DPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int,int, cv::GCompileArgs>> {};
class BoxFilterPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int,int, cv::GCompileArgs>> {};
class BlurPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int, cv::GCompileArgs>> {};
class GaussianBlurPerfTest : public TestPerfParams<tuple<compare_f, MatType,int, cv::Size, cv::GCompileArgs>> {};
class MedianBlurPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size, cv::GCompileArgs>> {};
class ErodePerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int, cv::GCompileArgs>> {};
class Erode3x3PerfTest : public TestPerfParams<tuple<compare_f, MatType,cv::Size,int, cv::GCompileArgs>> {};
class DilatePerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int, cv::GCompileArgs>> {};
class Dilate3x3PerfTest : public TestPerfParams<tuple<compare_f, MatType,cv::Size,int, cv::GCompileArgs>> {};
class MorphologyExPerfTest : public TestPerfParams<tuple<compare_f,MatType,cv::Size,
cv::MorphTypes,cv::GCompileArgs>> {};
class SobelPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int,int,int, cv::GCompileArgs>> {};
class SobelXYPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int,int, cv::GCompileArgs>> {};
class LaplacianPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int,
cv::GCompileArgs>> {};
class BilateralFilterPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int, double,double,
cv::GCompileArgs>> {};
class CannyPerfTest : public TestPerfParams<tuple<compare_f, MatType,cv::Size,double,double,int,bool,
cv::GCompileArgs>> {};
class GoodFeaturesPerfTest : public TestPerfParams<tuple<compare_vector_f<cv::Point2f>, std::string,
int,int,double,double,int,bool,
cv::GCompileArgs>> {};
class FindContoursPerfTest : public TestPerfParams<tuple<CompareMats, MatType,cv::Size,
cv::RetrievalModes,
cv::ContourApproximationModes,
cv::GCompileArgs>> {};
class FindContoursHPerfTest : public TestPerfParams<tuple<CompareMats, MatType,cv::Size,
cv::RetrievalModes,
cv::ContourApproximationModes,
cv::GCompileArgs>> {};
class BoundingRectMatPerfTest :
public TestPerfParams<tuple<CompareRects, MatType,cv::Size,bool, cv::GCompileArgs>> {};
class BoundingRectVector32SPerfTest :
public TestPerfParams<tuple<CompareRects, cv::Size, cv::GCompileArgs>> {};
class BoundingRectVector32FPerfTest :
public TestPerfParams<tuple<CompareRects, cv::Size, cv::GCompileArgs>> {};
class FitLine2DMatVectorPerfTest : public TestPerfParams<tuple<CompareVecs<float, 4>,
MatType,cv::Size,cv::DistanceTypes,
cv::GCompileArgs>> {};
class FitLine2DVector32SPerfTest : public TestPerfParams<tuple<CompareVecs<float, 4>,
cv::Size,cv::DistanceTypes,
cv::GCompileArgs>> {};
class FitLine2DVector32FPerfTest : public TestPerfParams<tuple<CompareVecs<float, 4>,
cv::Size,cv::DistanceTypes,
cv::GCompileArgs>> {};
class FitLine2DVector64FPerfTest : public TestPerfParams<tuple<CompareVecs<float, 4>,
cv::Size,cv::DistanceTypes,
cv::GCompileArgs>> {};
class FitLine3DMatVectorPerfTest : public TestPerfParams<tuple<CompareVecs<float, 6>,
MatType,cv::Size,cv::DistanceTypes,
cv::GCompileArgs>> {};
class FitLine3DVector32SPerfTest : public TestPerfParams<tuple<CompareVecs<float, 6>,
cv::Size,cv::DistanceTypes,
cv::GCompileArgs>> {};
class FitLine3DVector32FPerfTest : public TestPerfParams<tuple<CompareVecs<float, 6>,
cv::Size,cv::DistanceTypes,
cv::GCompileArgs>> {};
class FitLine3DVector64FPerfTest : public TestPerfParams<tuple<CompareVecs<float, 6>,
cv::Size,cv::DistanceTypes,
cv::GCompileArgs>> {};
class EqHistPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class BGR2RGBPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class RGB2GrayPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class BGR2GrayPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class RGB2YUVPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class YUV2RGBPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class BGR2I420PerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class RGB2I420PerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class I4202BGRPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class I4202RGBPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class RGB2LabPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class BGR2LUVPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class LUV2BGRPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class BGR2YUVPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class YUV2BGRPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class RGB2HSVPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class BayerGR2RGBPerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
class RGB2YUV422PerfTest : public TestPerfParams<tuple<compare_f, cv::Size, cv::GCompileArgs>> {};
} // opencv_test
#endif //OPENCV_GAPI_IMGPROC_PERF_TESTS_HPP

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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) 2020 Intel Corporation
#include "../perf_precomp.hpp"
#include "gapi_render_perf_tests_inl.hpp"

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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) 2020 Intel Corporation
#ifndef OPENCV_GAPI_RENDER_PERF_TESTS_HPP
#define OPENCV_GAPI_RENDER_PERF_TESTS_HPP
#include "../../test/common/gapi_tests_common.hpp"
#include <opencv2/gapi/render/render.hpp>
namespace opencv_test
{
using namespace perf;
class RenderTestFTexts : public TestPerfParams<tuple<std::wstring, cv::Size, cv::Point,
int, cv::Scalar, cv::GCompileArgs>> {};
class RenderTestTexts : public TestPerfParams<tuple<std::string, cv::Size, cv::Point,
int, cv::Scalar, int, int,
bool, cv::GCompileArgs>> {};
class RenderTestRects : public TestPerfParams<tuple<cv::Size, cv::Rect, cv::Scalar,
int, int, int, cv::GCompileArgs>> {};
class RenderTestCircles : public TestPerfParams<tuple<cv::Size, cv::Point, int,
cv::Scalar, int, int, int,
cv::GCompileArgs>> {};
class RenderTestLines : public TestPerfParams<tuple<cv::Size, cv::Point, cv::Point,
cv::Scalar, int, int, int,
cv::GCompileArgs>> {};
class RenderTestMosaics : public TestPerfParams<tuple<cv::Size, cv::Rect, int, int,
cv::GCompileArgs>> {};
class RenderTestImages : public TestPerfParams<tuple<cv::Size, cv::Rect, cv::Scalar, double,
cv::GCompileArgs>> {};
class RenderTestPolylines : public TestPerfParams<tuple<cv::Size, std::vector<cv::Point>,
cv::Scalar, int, int, int,
cv::GCompileArgs>> {};
class RenderTestPolyItems : public TestPerfParams<tuple<cv::Size, int, int, int, cv::GCompileArgs>> {};
}
#endif //OPENCV_GAPI_RENDER_PERF_TESTS_HPP

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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) 2020 Intel Corporation
#include "gapi_render_perf_tests.hpp"
namespace opencv_test
{
namespace {
void create_rand_mats(const cv::Size &size, MatType type, cv::Mat &ref_mat, cv::Mat &gapi_mat)
{
ref_mat.create(size, type);
cv::randu(ref_mat, cv::Scalar::all(0), cv::Scalar::all(255));
ref_mat.copyTo(gapi_mat);
};
} // namespace
PERF_TEST_P_(RenderTestFTexts, RenderFTextsPerformanceBGROCVTest)
{
std::wstring text;
cv::Size sz;
cv::Point org;
int fh = 0;
cv::Scalar color;
cv::GCompileArgs comp_args;
std::tie(text ,sz ,org ,fh ,color, comp_args) = GetParam();
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::FText{text, org, fh, color});
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestFTexts, RenderFTextsPerformanceNV12OCVTest)
{
std::wstring text;
cv::Size sz;
cv::Point org;
int fh = 0;
cv::Scalar color;
cv::GCompileArgs comp_args;
std::tie(text ,sz ,org ,fh ,color, comp_args) = GetParam();
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::FText{text, org, fh, color});
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestTexts, RenderTextsPerformanceBGROCVTest)
{
cv::Point org;
int ff = 0;
int thick = 0;
int lt = 0;
double fs = 2.0;
cv::Scalar color;
bool blo = false;
std::string text;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(text, sz, org, ff, color, thick, lt, blo, comp_args) = GetParam();
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Text{text, org, ff, fs, color, thick, lt, blo});
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestTexts, RenderTextsPerformanceNV12OCVTest)
{
cv::Point org;
int ff = 0;
int thick = 0;
int lt = 0;
double fs = 2.0;
cv::Scalar color;
bool blo = false;
std::string text;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(text, sz, org, ff, color, thick, lt, blo, comp_args) = GetParam();
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Text{text, org, ff, fs, color, thick, lt, blo});
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestRects, RenderRectsPerformanceBGROCVTest)
{
cv::Rect rect;
cv::Scalar color;
int thick = 0;
int lt = 0;
int shift = 0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, rect, color, thick, lt, shift, comp_args) = GetParam();
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Rect{rect, color, thick, lt, shift});
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestRects, RenderRectsPerformanceNV12OCVTest)
{
cv::Rect rect;
cv::Scalar color;
int thick = 0;
int lt = 0;
int shift = 0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, rect, color, thick, lt, shift, comp_args) = GetParam();
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Rect{rect, color, thick, lt, shift});
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestCircles, RenderCirclesPerformanceBGROCVTest)
{
cv::Point center;
int radius;
cv::Scalar color;
int thick = 0;
int lt = 0;
int shift = 0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, center, radius, color, thick, lt, shift, comp_args) = GetParam();
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Circle{center, radius, color, thick, lt, shift});
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestCircles, RenderCirclesPerformanceNV12OCVTest)
{
cv::Point center;
int radius;
cv::Scalar color;
int thick = 0;
int lt = 0;
int shift = 0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, center, radius, color, thick, lt, shift, comp_args) = GetParam();
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Circle{center, radius, color, thick, lt, shift});
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestLines, RenderLinesPerformanceBGROCVTest)
{
cv::Point pt1;
cv::Point pt2;
cv::Scalar color;
int thick = 0;
int lt = 0;
int shift = 0;
compare_f cmpF;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, pt1, pt2, color, thick, lt, shift, comp_args) = GetParam();
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Line{pt1, pt2, color, thick, lt, shift});
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestLines, RenderLinesPerformanceNV12OCVTest)
{
cv::Point pt1;
cv::Point pt2;
cv::Scalar color;
int thick = 0;
int lt = 0;
int shift = 0;
compare_f cmpF;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, pt1, pt2, color, thick, lt, shift, comp_args) = GetParam();
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Line{pt1, pt2, color, thick, lt, shift});
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestMosaics, RenderMosaicsPerformanceBGROCVTest)
{
cv::Rect mos;
int cellsz = 0;
int decim = 0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, mos, cellsz, decim, comp_args) = GetParam();
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Mosaic{mos, cellsz, decim});
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestMosaics, RenderMosaicsPerformanceNV12OCVTest)
{
cv::Rect mos;
int cellsz = 0;
int decim = 0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, mos, cellsz, decim, comp_args) = GetParam();
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Mosaic{mos, cellsz, decim});
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestImages, RenderImagesPerformanceBGROCVTest)
{
cv::Rect rect;
cv::Scalar color;
double transparency = 0.0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, rect, color, transparency, comp_args) = GetParam();
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
cv::Mat img(rect.size(), CV_8UC3, color);
cv::Mat alpha(rect.size(), CV_32FC1, transparency);
auto tl = rect.tl();
cv::Point org = {tl.x, tl.y + rect.size().height};
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Image{org, img, alpha});
cv::gapi::wip::draw::render(gapi_mat, prims);
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestImages, RenderImagesPerformanceNV12OCVTest)
{
cv::Rect rect;
cv::Scalar color;
double transparency = 0.0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, rect, color, transparency, comp_args) = GetParam();
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
cv::Mat img(rect.size(), CV_8UC3, color);
cv::Mat alpha(rect.size(), CV_32FC1, transparency);
auto tl = rect.tl();
cv::Point org = {tl.x, tl.y + rect.size().height};
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Image{org, img, alpha});
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestPolylines, RenderPolylinesPerformanceBGROCVTest)
{
std::vector<cv::Point> points;
cv::Scalar color;
int thick = 0;
int lt = 0;
int shift = 0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, points, color, thick, lt, shift, comp_args) = GetParam();
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Poly{points, color, thick, lt, shift});
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestPolylines, RenderPolylinesPerformanceNV12OCVTest)
{
std::vector<cv::Point> points;
cv::Scalar color;
int thick = 0;
int lt = 0;
int shift = 0;
cv::Size sz;
cv::GCompileArgs comp_args;
std::tie(sz, points, color, thick, lt, shift, comp_args) = GetParam();
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
prims.emplace_back(cv::gapi::wip::draw::Poly{points, color, thick, lt, shift});
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestPolyItems, RenderPolyItemsPerformanceBGROCVTest)
{
cv::Size sz;
int rects_num = 0;
int text_num = 0;
int image_num = 0;
cv::GCompileArgs comp_args;
std::tie(sz, rects_num, text_num, image_num, comp_args) = GetParam();
int thick = 2;
int lt = LINE_8;
cv::Scalar color(100, 50, 150);
MatType type = CV_8UC3;
cv::Mat gapi_mat, ref_mat;
create_rand_mats(sz, type, ref_mat, gapi_mat);
cv::Mat gapi_out_mat(sz, type);
gapi_mat.copyTo(gapi_out_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
// Rects
int shift = 0;
for (int i = 0; i < rects_num; ++i) {
cv::Rect rect(200 + i, 200 + i, 200, 200);
prims.emplace_back(cv::gapi::wip::draw::Rect(rect, color, thick, lt, shift));
}
// Mosaic
int cellsz = 25;
int decim = 0;
for (int i = 0; i < rects_num; ++i) {
cv::Rect mos(200 + i, 200 + i, 200, 200);
prims.emplace_back(cv::gapi::wip::draw::Mosaic(mos, cellsz, decim));
}
// Text
std::string text = "Some text";
int ff = FONT_HERSHEY_SIMPLEX;
double fs = 2.0;
bool blo = false;
for (int i = 0; i < text_num; ++i) {
cv::Point org(200 + i, 200 + i);
prims.emplace_back(cv::gapi::wip::draw::Text(text, org, ff, fs, color, thick, lt, blo));
}
// Image
double transparency = 1.0;
cv::Rect rect_img(0 ,0 , 50, 50);
cv::Mat img(rect_img.size(), CV_8UC3, color);
cv::Mat alpha(rect_img.size(), CV_32FC1, transparency);
auto tl = rect_img.tl();
for (int i = 0; i < image_num; ++i) {
cv::Point org_img = {tl.x + i, tl.y + rect_img.size().height + i};
prims.emplace_back(cv::gapi::wip::draw::Image({org_img, img, alpha}));
}
cv::GMat in;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
cv::GComputation comp(cv::GIn(in, arr),
cv::GOut(cv::gapi::wip::draw::render3ch(in, arr)));
// Warm-up graph engine:
comp.apply(gin(gapi_mat, prims), gout(gapi_out_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(gin(gapi_mat, prims), gout(gapi_out_mat));
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(RenderTestPolyItems, RenderPolyItemsPerformanceNV12OCVTest)
{
cv::Size sz;
int rects_num = 0;
int text_num = 0;
int image_num = 0;
cv::GCompileArgs comp_args;
std::tie(sz, rects_num, text_num, image_num, comp_args) = GetParam();
int thick = 2;
int lt = LINE_8;
cv::Scalar color(100, 50, 150);
cv::Mat y_ref_mat, uv_ref_mat;
cv::Mat y_in_gapi_mat, uv_in_gapi_mat,
y_out_gapi_mat, uv_out_gapi_mat;
create_rand_mats(sz, CV_8UC1, y_ref_mat, y_in_gapi_mat);
create_rand_mats(sz / 2, CV_8UC2, uv_ref_mat, uv_in_gapi_mat);
// G-API code //////////////////////////////////////////////////////////////
cv::gapi::wip::draw::Prims prims;
// Rects
int shift = 0;
for (int i = 0; i < rects_num; ++i) {
cv::Rect rect(200 + i, 200 + i, 200, 200);
prims.emplace_back(cv::gapi::wip::draw::Rect(rect, color, thick, lt, shift));
}
// Mosaic
int cellsz = 25;
int decim = 0;
for (int i = 0; i < rects_num; ++i) {
cv::Rect mos(200 + i, 200 + i, 200, 200);
prims.emplace_back(cv::gapi::wip::draw::Mosaic(mos, cellsz, decim));
}
// Text
std::string text = "Some text";
int ff = FONT_HERSHEY_SIMPLEX;
double fs = 2.0;
bool blo = false;
for (int i = 0; i < text_num; ++i) {
cv::Point org(200 + i, 200 + i);
prims.emplace_back(cv::gapi::wip::draw::Text(text, org, ff, fs, color, thick, lt, blo));
}
// Image
double transparency = 1.0;
cv::Rect rect_img(0 ,0 , 50, 50);
cv::Mat img(rect_img.size(), CV_8UC3, color);
cv::Mat alpha(rect_img.size(), CV_32FC1, transparency);
auto tl = rect_img.tl();
for (int i = 0; i < image_num; ++i) {
cv::Point org_img = {tl.x + i, tl.y + rect_img.size().height + i};
prims.emplace_back(cv::gapi::wip::draw::Image({org_img, img, alpha}));
}
cv::GMat y_in, uv_in, y_out, uv_out;
cv::GArray<cv::gapi::wip::draw::Prim> arr;
std::tie(y_out, uv_out) = cv::gapi::wip::draw::renderNV12(y_in, uv_in, arr);
cv::GComputation comp(cv::GIn(y_in, uv_in, arr), cv::GOut(y_out, uv_out));
// Warm-up graph engine:
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat), std::move(comp_args));
TEST_CYCLE()
{
comp.apply(cv::gin(y_in_gapi_mat, uv_in_gapi_mat, prims),
cv::gout(y_out_gapi_mat, uv_out_gapi_mat));
}
SANITY_CHECK_NOTHING();
}
} // namespace opencv_test

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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) 2020 Intel Corporation
#include "../perf_precomp.hpp"
#include "gapi_video_perf_tests_inl.hpp"

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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) 2020 Intel Corporation
#ifndef OPENCV_GAPI_VIDEO_PERF_TESTS_HPP
#define OPENCV_GAPI_VIDEO_PERF_TESTS_HPP
#include "../../test/common/gapi_video_tests_common.hpp"
namespace opencv_test
{
using namespace perf;
//------------------------------------------------------------------------------
class BuildOptFlowPyramidPerfTest : public TestPerfParams<tuple<std::string,int,int,bool,int,int,
bool,GCompileArgs>> {};
class OptFlowLKPerfTest : public TestPerfParams<tuple<std::string,int,tuple<int,int>,int,
cv::TermCriteria,cv::GCompileArgs>> {};
class OptFlowLKForPyrPerfTest : public TestPerfParams<tuple<std::string,int,tuple<int,int>,int,
cv::TermCriteria,bool,
cv::GCompileArgs>> {};
class BuildPyr_CalcOptFlow_PipelinePerfTest : public TestPerfParams<tuple<std::string,int,int,bool,
cv::GCompileArgs>> {};
class BackgroundSubtractorPerfTest:
public TestPerfParams<tuple<cv::gapi::video::BackgroundSubtractorType, std::string,
bool, double, std::size_t, cv::GCompileArgs, CompareMats>> {};
class KalmanFilterControlPerfTest :
public TestPerfParams<tuple<MatType2, int, int, size_t, bool, cv::GCompileArgs>> {};
class KalmanFilterNoControlPerfTest :
public TestPerfParams<tuple<MatType2, int, int, size_t, bool, cv::GCompileArgs>> {};
} // opencv_test
#endif // OPENCV_GAPI_VIDEO_PERF_TESTS_HPP

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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) 2020 Intel Corporation
#ifndef OPENCV_GAPI_VIDEO_PERF_TESTS_INL_HPP
#define OPENCV_GAPI_VIDEO_PERF_TESTS_INL_HPP
#include <iostream>
#include "gapi_video_perf_tests.hpp"
namespace opencv_test
{
using namespace perf;
//------------------------------------------------------------------------------
PERF_TEST_P_(BuildOptFlowPyramidPerfTest, TestPerformance)
{
std::vector<Mat> outPyrOCV, outPyrGAPI;
int outMaxLevelOCV = 0, outMaxLevelGAPI = 0;
Scalar outMaxLevelSc;
BuildOpticalFlowPyramidTestParams params;
std::tie(params.fileName, params.winSize,
params.maxLevel, params.withDerivatives,
params.pyrBorder, params.derivBorder,
params.tryReuseInputImage, params.compileArgs) = GetParam();
BuildOpticalFlowPyramidTestOutput outOCV { outPyrOCV, outMaxLevelOCV };
BuildOpticalFlowPyramidTestOutput outGAPI { outPyrGAPI, outMaxLevelGAPI };
GComputation c = runOCVnGAPIBuildOptFlowPyramid(*this, params, outOCV, outGAPI);
declare.in(in_mat1).out(outPyrGAPI);
TEST_CYCLE()
{
c.apply(cv::gin(in_mat1), cv::gout(outPyrGAPI, outMaxLevelSc));
}
outMaxLevelGAPI = static_cast<int>(outMaxLevelSc[0]);
// Comparison //////////////////////////////////////////////////////////////
compareOutputPyramids(outGAPI, outOCV);
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(OptFlowLKPerfTest, TestPerformance)
{
std::vector<cv::Point2f> outPtsOCV, outPtsGAPI, inPts;
std::vector<uchar> outStatusOCV, outStatusGAPI;
std::vector<float> outErrOCV, outErrGAPI;
OptFlowLKTestParams params;
std::tie(params.fileNamePattern, params.channels,
params.pointsNum, params.winSize, params.criteria,
params.compileArgs) = GetParam();
OptFlowLKTestOutput outOCV { outPtsOCV, outStatusOCV, outErrOCV };
OptFlowLKTestOutput outGAPI { outPtsGAPI, outStatusGAPI, outErrGAPI };
cv::GComputation c = runOCVnGAPIOptFlowLK(*this, inPts, params, outOCV, outGAPI);
declare.in(in_mat1, in_mat2, inPts).out(outPtsGAPI, outStatusGAPI, outErrGAPI);
TEST_CYCLE()
{
c.apply(cv::gin(in_mat1, in_mat2, inPts, std::vector<cv::Point2f>{ }),
cv::gout(outPtsGAPI, outStatusGAPI, outErrGAPI));
}
// Comparison //////////////////////////////////////////////////////////////
compareOutputsOptFlow(outGAPI, outOCV);
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(OptFlowLKForPyrPerfTest, TestPerformance)
{
std::vector<cv::Mat> inPyr1, inPyr2;
std::vector<cv::Point2f> outPtsOCV, outPtsGAPI, inPts;
std::vector<uchar> outStatusOCV, outStatusGAPI;
std::vector<float> outErrOCV, outErrGAPI;
bool withDeriv = false;
OptFlowLKTestParams params;
std::tie(params.fileNamePattern, params.channels,
params.pointsNum, params.winSize, params.criteria,
withDeriv, params.compileArgs) = GetParam();
OptFlowLKTestInput<std::vector<cv::Mat>> in { inPyr1, inPyr2, inPts };
OptFlowLKTestOutput outOCV { outPtsOCV, outStatusOCV, outErrOCV };
OptFlowLKTestOutput outGAPI { outPtsGAPI, outStatusGAPI, outErrGAPI };
cv::GComputation c = runOCVnGAPIOptFlowLKForPyr(*this, in, params, withDeriv, outOCV, outGAPI);
declare.in(inPyr1, inPyr2, inPts).out(outPtsGAPI, outStatusGAPI, outErrGAPI);
TEST_CYCLE()
{
c.apply(cv::gin(inPyr1, inPyr2, inPts, std::vector<cv::Point2f>{ }),
cv::gout(outPtsGAPI, outStatusGAPI, outErrGAPI));
}
// Comparison //////////////////////////////////////////////////////////////
compareOutputsOptFlow(outGAPI, outOCV);
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(BuildPyr_CalcOptFlow_PipelinePerfTest, TestPerformance)
{
std::vector<Point2f> outPtsOCV, outPtsGAPI, inPts;
std::vector<uchar> outStatusOCV, outStatusGAPI;
std::vector<float> outErrOCV, outErrGAPI;
BuildOpticalFlowPyramidTestParams params;
params.pyrBorder = BORDER_DEFAULT;
params.derivBorder = BORDER_DEFAULT;
params.tryReuseInputImage = true;
std::tie(params.fileName, params.winSize,
params.maxLevel, params.withDerivatives,
params.compileArgs) = GetParam();
auto customKernel = gapi::kernels<GCPUMinScalar>();
auto kernels = gapi::combine(customKernel,
params.compileArgs[0].get<gapi::GKernelPackage>());
params.compileArgs = compile_args(kernels);
OptFlowLKTestOutput outOCV { outPtsOCV, outStatusOCV, outErrOCV };
OptFlowLKTestOutput outGAPI { outPtsGAPI, outStatusGAPI, outErrGAPI };
cv::GComputation c = runOCVnGAPIOptFlowPipeline(*this, params, outOCV, outGAPI, inPts);
declare.in(in_mat1, in_mat2, inPts).out(outPtsGAPI, outStatusGAPI, outErrGAPI);
TEST_CYCLE()
{
c.apply(cv::gin(in_mat1, in_mat2, inPts, std::vector<cv::Point2f>{ }),
cv::gout(outPtsGAPI, outStatusGAPI, outErrGAPI));
}
// Comparison //////////////////////////////////////////////////////////////
compareOutputsOptFlow(outGAPI, outOCV);
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
#ifdef HAVE_OPENCV_VIDEO
PERF_TEST_P_(BackgroundSubtractorPerfTest, TestPerformance)
{
namespace gvideo = cv::gapi::video;
initTestDataPath();
gvideo::BackgroundSubtractorType opType;
std::string filePath = "";
bool detectShadows = false;
double learningRate = -1.;
std::size_t testNumFrames = 0;
cv::GCompileArgs compileArgs;
CompareMats cmpF;
std::tie(opType, filePath, detectShadows, learningRate, testNumFrames,
compileArgs, cmpF) = GetParam();
const int histLength = 500;
double thr = -1;
switch (opType)
{
case gvideo::TYPE_BS_MOG2:
{
thr = 16.;
break;
}
case gvideo::TYPE_BS_KNN:
{
thr = 400.;
break;
}
default:
FAIL() << "unsupported type of BackgroundSubtractor";
}
const gvideo::BackgroundSubtractorParams bsp(opType, histLength, thr, detectShadows,
learningRate);
// Retrieving frames
std::vector<cv::Mat> frames;
frames.reserve(testNumFrames);
{
cv::Mat frame;
cv::VideoCapture cap;
if (!cap.open(findDataFile(filePath)))
throw SkipTestException("Video file can not be opened");
for (std::size_t i = 0; i < testNumFrames && cap.read(frame); i++)
{
frames.push_back(frame);
}
}
GAPI_Assert(testNumFrames == frames.size() && "Can't read required number of frames");
// G-API graph declaration
cv::GMat in;
cv::GMat out = cv::gapi::BackgroundSubtractor(in, bsp);
cv::GComputation c(cv::GIn(in), cv::GOut(out));
auto cc = c.compile(cv::descr_of(frames[0]), std::move(compileArgs));
cv::Mat gapiForeground;
TEST_CYCLE()
{
cc.prepareForNewStream();
for (size_t i = 0; i < testNumFrames; i++)
{
cc(cv::gin(frames[i]), cv::gout(gapiForeground));
}
}
// OpenCV Background Subtractor declaration
cv::Ptr<cv::BackgroundSubtractor> pOCVBackSub;
if (opType == gvideo::TYPE_BS_MOG2)
pOCVBackSub = cv::createBackgroundSubtractorMOG2(histLength, thr, detectShadows);
else if (opType == gvideo::TYPE_BS_KNN)
pOCVBackSub = cv::createBackgroundSubtractorKNN(histLength, thr, detectShadows);
cv::Mat ocvForeground;
for (size_t i = 0; i < testNumFrames; i++)
{
pOCVBackSub->apply(frames[i], ocvForeground, learningRate);
}
// Validation
EXPECT_TRUE(cmpF(gapiForeground, ocvForeground));
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
inline void generateInputKalman(const int mDim, const MatType2& type,
const size_t testNumMeasurements, const bool receiveRandMeas,
std::vector<bool>& haveMeasurements,
std::vector<cv::Mat>& measurements)
{
cv::RNG& rng = cv::theRNG();
measurements.clear();
haveMeasurements = std::vector<bool>(testNumMeasurements, true);
for (size_t i = 0; i < testNumMeasurements; i++)
{
if (receiveRandMeas)
{
haveMeasurements[i] = rng(2u) == 1; // returns 0 or 1 - whether we have measurement
// at this iteration or not
} // if not - testing the slowest case in which we have measurements at every iteration
cv::Mat measurement = cv::Mat::zeros(mDim, 1, type);
if (haveMeasurements[i])
{
cv::randu(measurement, cv::Scalar::all(-1), cv::Scalar::all(1));
}
measurements.push_back(measurement.clone());
}
}
inline void generateInputKalman(const int mDim, const int cDim, const MatType2& type,
const size_t testNumMeasurements, const bool receiveRandMeas,
std::vector<bool>& haveMeasurements,
std::vector<cv::Mat>& measurements,
std::vector<cv::Mat>& ctrls)
{
generateInputKalman(mDim, type, testNumMeasurements, receiveRandMeas,
haveMeasurements, measurements);
ctrls.clear();
cv::Mat ctrl(cDim, 1, type);
for (size_t i = 0; i < testNumMeasurements; i++)
{
cv::randu(ctrl, cv::Scalar::all(-1), cv::Scalar::all(1));
ctrls.push_back(ctrl.clone());
}
}
PERF_TEST_P_(KalmanFilterControlPerfTest, TestPerformance)
{
MatType2 type = -1;
int dDim = -1, mDim = -1;
size_t testNumMeasurements = 0;
bool receiveRandMeas = true;
cv::GCompileArgs compileArgs;
std::tie(type, dDim, mDim, testNumMeasurements, receiveRandMeas, compileArgs) = GetParam();
const int cDim = 2;
cv::gapi::KalmanParams kp;
initKalmanParams(type, dDim, mDim, cDim, kp);
// Generating input
std::vector<bool> haveMeasurements;
std::vector<cv::Mat> measurements, ctrls;
generateInputKalman(mDim, cDim, type, testNumMeasurements, receiveRandMeas,
haveMeasurements, measurements, ctrls);
// G-API graph declaration
cv::GMat m, ctrl;
cv::GOpaque<bool> have_m;
cv::GMat out = cv::gapi::KalmanFilter(m, have_m, ctrl, kp);
cv::GComputation c(cv::GIn(m, have_m, ctrl), cv::GOut(out));
auto cc = c.compile(
cv::descr_of(cv::gin(cv::Mat(mDim, 1, type), true, cv::Mat(cDim, 1, type))),
std::move(compileArgs));
cv::Mat gapiKState(dDim, 1, type);
TEST_CYCLE()
{
cc.prepareForNewStream();
for (size_t i = 0; i < testNumMeasurements; i++)
{
bool hvMeas = haveMeasurements[i];
cc(cv::gin(measurements[i], hvMeas, ctrls[i]), cv::gout(gapiKState));
}
}
// OpenCV reference KalmanFilter initialization
cv::KalmanFilter ocvKalman(dDim, mDim, cDim, type);
initKalmanFilter(kp, true, ocvKalman);
cv::Mat ocvKState(dDim, 1, type);
for (size_t i = 0; i < testNumMeasurements; i++)
{
ocvKState = ocvKalman.predict(ctrls[i]);
if (haveMeasurements[i])
ocvKState = ocvKalman.correct(measurements[i]);
}
// Validation
EXPECT_TRUE(AbsExact().to_compare_f()(gapiKState, ocvKState));
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(KalmanFilterNoControlPerfTest, TestPerformance)
{
MatType2 type = -1;
int dDim = -1, mDim = -1;
size_t testNumMeasurements = 0;
bool receiveRandMeas = true;
cv::GCompileArgs compileArgs;
std::tie(type, dDim, mDim, testNumMeasurements, receiveRandMeas, compileArgs) = GetParam();
const int cDim = 0;
cv::gapi::KalmanParams kp;
initKalmanParams(type, dDim, mDim, cDim, kp);
// Generating input
std::vector<bool> haveMeasurements;
std::vector<cv::Mat> measurements;
generateInputKalman(mDim, type, testNumMeasurements, receiveRandMeas,
haveMeasurements, measurements);
// G-API graph declaration
cv::GMat m;
cv::GOpaque<bool> have_m;
cv::GMat out = cv::gapi::KalmanFilter(m, have_m, kp);
cv::GComputation c(cv::GIn(m, have_m), cv::GOut(out));
auto cc = c.compile(cv::descr_of(cv::gin(cv::Mat(mDim, 1, type), true)),
std::move(compileArgs));
cv::Mat gapiKState(dDim, 1, type);
TEST_CYCLE()
{
cc.prepareForNewStream();
for (size_t i = 0; i < testNumMeasurements; i++)
{
bool hvMeas = haveMeasurements[i];
cc(cv::gin(measurements[i], hvMeas), cv::gout(gapiKState));
}
}
// OpenCV reference KalmanFilter declaration
cv::KalmanFilter ocvKalman(dDim, mDim, cDim, type);
initKalmanFilter(kp, false, ocvKalman);
cv::Mat ocvKState(dDim, 1, type);
for (size_t i = 0; i < testNumMeasurements; i++)
{
ocvKState = ocvKalman.predict();
if (haveMeasurements[i])
ocvKState = ocvKalman.correct(measurements[i]);
}
// Validation
EXPECT_TRUE(AbsExact().to_compare_f()(gapiKState, ocvKState));
SANITY_CHECK_NOTHING();
}
#endif // HAVE_OPENCV_VIDEO
} // opencv_test
#endif // OPENCV_GAPI_VIDEO_PERF_TESTS_INL_HPP

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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 "../perf_precomp.hpp"
#include "../common/gapi_core_perf_tests.hpp"
#include <opencv2/gapi/cpu/core.hpp>
#define CORE_CPU cv::gapi::core::cpu::kernels()
namespace opencv_test
{
INSTANTIATE_TEST_CASE_P(AddPerfTestCPU, AddPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(AddCPerfTestCPU, AddCPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(SubPerfTestCPU, SubPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(SubCPerfTestCPU, SubCPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(SubRCPerfTestCPU, SubRCPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(MulPerfTestCPU, MulPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(MulDoublePerfTestCPU, MulDoublePerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(MulCPerfTestCPU, MulCPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(DivPerfTestCPU, DivPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(DivCPerfTestCPU, DivCPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(DivRCPerfTestCPU, DivRCPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(MaskPerfTestCPU, MaskPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_16UC1, CV_16SC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(MeanPerfTestCPU, MeanPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Polar2CartPerfTestCPU, Polar2CartPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Cart2PolarPerfTestCPU, Cart2PolarPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(CmpPerfTestCPU, CmpPerfTest,
Combine(Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(CmpWithScalarPerfTestCPU, CmpWithScalarPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(BitwisePerfTestCPU, BitwisePerfTest,
Combine(Values(AND, OR, XOR),
testing::Bool(),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(BitwiseNotPerfTestCPU, BitwiseNotPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(SelectPerfTestCPU, SelectPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(MinPerfTestCPU, MinPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(MaxPerfTestCPU, MaxPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(AbsDiffPerfTestCPU, AbsDiffPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(AbsDiffCPerfTestCPU, AbsDiffCPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(SumPerfTestCPU, SumPerfTest,
Combine(Values(AbsToleranceScalar(0.0).to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
//Values(0.0),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(CountNonZeroPerfTestCPU, CountNonZeroPerfTest,
Combine(Values(AbsToleranceScalar(0.0).to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(AddWeightedPerfTestCPU, AddWeightedPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-6, 1).to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_16U, CV_32F),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(NormPerfTestCPU, NormPerfTest,
Combine(Values(AbsToleranceScalar(0.0).to_compare_f()),
Values(NORM_INF, NORM_L1, NORM_L2),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(IntegralPerfTestCPU, IntegralPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ThresholdPerfTestCPU, ThresholdPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::THRESH_BINARY, cv::THRESH_BINARY_INV, cv::THRESH_TRUNC, cv::THRESH_TOZERO, cv::THRESH_TOZERO_INV),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ThresholdPerfTestCPU, ThresholdOTPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1),
Values(cv::THRESH_OTSU, cv::THRESH_TRIANGLE),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(InRangePerfTestCPU, InRangePerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Split3PerfTestCPU, Split3PerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Split4PerfTestCPU, Split4PerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Merge3PerfTestCPU, Merge3PerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Merge4PerfTestCPU, Merge4PerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(RemapPerfTestCPU, RemapPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(FlipPerfTestCPU, FlipPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(0, 1, -1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(CropPerfTestCPU, CropPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::Rect(10, 8, 20, 35), cv::Rect(4, 10, 37, 50)),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(CopyPerfTestCPU, CopyPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ConcatHorPerfTestCPU, ConcatHorPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ConcatHorVecPerfTestCPU, ConcatHorVecPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ConcatVertPerfTestCPU, ConcatVertPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ConcatVertVecPerfTestCPU, ConcatVertVecPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(LUTPerfTestCPU, LUTPerfTest,
Combine(Values(CV_8UC1, CV_8UC3),
Values(CV_8UC1),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(LUTPerfTestCustomCPU, LUTPerfTest,
Combine(Values(CV_8UC3),
Values(CV_8UC3),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ConvertToPerfTestCPU, ConvertToPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC3, CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1),
Values(CV_8U, CV_16U, CV_16S, CV_32F),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(2.5, 1.0),
Values(0.0),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(KMeansNDPerfTestCPU, KMeansNDPerfTest,
Combine(Values(cv::Size(1, 20),
cv::Size(16, 4096)),
Values(AbsTolerance(0.01).to_compare_obj()),
Values(5, 15),
Values(cv::KMEANS_RANDOM_CENTERS,
cv::KMEANS_PP_CENTERS,
cv::KMEANS_RANDOM_CENTERS | cv::KMEANS_USE_INITIAL_LABELS,
cv::KMEANS_PP_CENTERS | cv::KMEANS_USE_INITIAL_LABELS),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(KMeans2DPerfTestCPU, KMeans2DPerfTest,
Combine(Values(20, 4096),
Values(5, 15),
Values(cv::KMEANS_RANDOM_CENTERS,
cv::KMEANS_PP_CENTERS,
cv::KMEANS_RANDOM_CENTERS | cv::KMEANS_USE_INITIAL_LABELS,
cv::KMEANS_PP_CENTERS | cv::KMEANS_USE_INITIAL_LABELS),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(KMeans3DPerfTestCPU, KMeans3DPerfTest,
Combine(Values(20, 4096),
Values(5, 15),
Values(cv::KMEANS_RANDOM_CENTERS,
cv::KMEANS_PP_CENTERS,
cv::KMEANS_RANDOM_CENTERS | cv::KMEANS_USE_INITIAL_LABELS,
cv::KMEANS_PP_CENTERS | cv::KMEANS_USE_INITIAL_LABELS),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(TransposePerfTestCPU, TransposePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
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),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ResizePerfTestCPU, ResizePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_16UC1, CV_16SC1),
Values(cv::INTER_NEAREST, cv::INTER_LINEAR, cv::INTER_AREA),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::Size(64, 64),
cv::Size(30, 30)),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ResizeFxFyPerfTestCPU, ResizeFxFyPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_16UC1, CV_16SC1),
Values(cv::INTER_NEAREST, cv::INTER_LINEAR, cv::INTER_AREA),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(0.5, 0.1),
Values(0.5, 0.1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ParseSSDBLPerfTestCPU, ParseSSDBLPerfTest,
Combine(Values(sz720p, sz1080p),
Values(0.3f, 0.7f),
Values(0, 1),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ParseSSDPerfTestCPU, ParseSSDPerfTest,
Combine(Values(sz720p, sz1080p),
Values(0.3f, 0.7f),
testing::Bool(),
testing::Bool(),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ParseYoloPerfTestCPU, ParseYoloPerfTest,
Combine(Values(sz720p, sz1080p),
Values(0.3f, 0.7f),
Values(0.5),
Values(7, 80),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(SizePerfTestCPU, SizePerfTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_32FC1),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(SizeRPerfTestCPU, SizeRPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
} // opencv_test

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@ -0,0 +1,296 @@
// 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) 2020 Intel Corporation
#include "../perf_precomp.hpp"
#include "../common/gapi_core_perf_tests.hpp"
#define CORE_FLUID cv::gapi::core::fluid::kernels()
namespace opencv_test
{
INSTANTIATE_TEST_CASE_P(AddPerfTestFluid, AddPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_32F),
Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(AddCPerfTestFluid, AddCPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(SubPerfTestFluid, SubPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16SC1, CV_32FC1),
Values(-1, CV_8U, CV_32F),
Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(SubCPerfTestFluid, SubCPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(SubRCPerfTestFluid, SubRCPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(MulPerfTestFluid, MulPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(MulDoublePerfTestFluid, MulDoublePerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(MulCPerfTestFluid, MulCPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(DivPerfTestFluid, DivPerfTest,
// Combine(Values(AbsExact().to_compare_f()),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(DivCPerfTestFluid, DivCPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(DivRCPerfTestFluid, DivRCPerfTest,
// Combine(Values(AbsExact().to_compare_f()),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(-1, CV_8U, CV_16U, CV_32F),
// Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(MaskPerfTestFluid, MaskPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_16UC1, CV_16SC1),
Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(MeanPerfTestFluid, MeanPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(Polar2CartPerfTestFluid, Polar2CartPerfTest,
// Combine(Values(AbsExact().to_compare_f()),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(Cart2PolarPerfTestFluid, Cart2PolarPerfTest,
// Combine(Values(AbsExact().to_compare_f()),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(CmpPerfTestFluid, CmpPerfTest,
// Combine(Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(CmpWithScalarPerfTestFluid, CmpWithScalarPerfTest,
Combine(Values(AbsSimilarPoints(1, 0.01).to_compare_f()),
Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(BitwisePerfTestFluid, BitwisePerfTest,
Combine(Values(AND, OR, XOR),
testing::Bool(),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(BitwiseNotPerfTestFluid, BitwiseNotPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(SelectPerfTestFluid, SelectPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(MinPerfTestFluid, MinPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(MaxPerfTestFluid, MaxPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(AbsDiffPerfTestFluid, AbsDiffPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(AbsDiffCPerfTestFluid, AbsDiffCPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_16UC1, CV_16SC1, CV_8UC2,
CV_16UC2, CV_16SC2, CV_8UC3, CV_16UC3,
CV_16SC3, CV_8UC4, CV_16UC4, CV_16SC4),
Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(SumPerfTestFluid, SumPerfTest,
// Combine(Values(AbsToleranceScalar(0.0).to_compare_f()),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// //Values(0.0),
// Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(AddWeightedPerfTestFluid, AddWeightedPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-6, 1).to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(-1, CV_8U, CV_32F),
Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(AddWeightedPerfTestFluid_short, AddWeightedPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-6, 1).to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_16UC1, CV_16SC1),
Values(-1),
Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(NormPerfTestFluid, NormPerfTest,
// Combine(Values(AbsToleranceScalar(0.0).to_compare_f()),
// Values(NORM_INF, NORM_L1, NORM_L2),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(IntegralPerfTestFluid, IntegralPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(ThresholdPerfTestFluid, ThresholdPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::THRESH_BINARY, cv::THRESH_BINARY_INV, cv::THRESH_TRUNC, cv::THRESH_TOZERO, cv::THRESH_TOZERO_INV),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(ThresholdPerfTestFluid, ThresholdOTPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1),
// Values(cv::THRESH_OTSU, cv::THRESH_TRIANGLE),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(InRangePerfTestFluid, InRangePerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1),
// Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(Split3PerfTestFluid, Split3PerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(Split4PerfTestFluid, Split4PerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(Merge3PerfTestFluid, Merge3PerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(Merge4PerfTestFluid, Merge4PerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(RemapPerfTestFluid, RemapPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(FlipPerfTestFluid, FlipPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(0, 1, -1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(CropPerfTestFluid, CropPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::Rect(10, 8, 20, 35), cv::Rect(4, 10, 37, 50)),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(ConcatHorPerfTestFluid, ConcatHorPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(ConcatHorVecPerfTestFluid, ConcatHorVecPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(ConcatVertPerfTestFluid, ConcatVertPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(ConcatVertVecPerfTestFluid, ConcatVertVecPerfTest,
// Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(LUTPerfTestFluid, LUTPerfTest,
// Combine(Values(CV_8UC1, CV_8UC3),
// Values(CV_8UC1),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(cv::compile_args(CORE_FLUID))));
// INSTANTIATE_TEST_CASE_P(LUTPerfTestCustomFluid, LUTPerfTest,
// Combine(Values(CV_8UC3),
// Values(CV_8UC3),
// Values(szSmall128, szVGA, sz720p, sz1080p),
// Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(ConvertToPerfTestFluid, ConvertToPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_f()),
Values(CV_8UC3, CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1),
Values(CV_8U, CV_16U, CV_16S, CV_32F),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(2.5, 1.0),
Values(0.0),
Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(ResizePerfTestFluid, ResizePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC3/*CV_8UC1, CV_16UC1, CV_16SC1*/),
Values(/*cv::INTER_NEAREST,*/ cv::INTER_LINEAR/*, cv::INTER_AREA*/),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::Size(64, 64),
cv::Size(30, 30)),
Values(cv::compile_args(CORE_FLUID))));
INSTANTIATE_TEST_CASE_P(ResizeFxFyPerfTestFluid, ResizeFxFyPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC3/*CV_8UC1, CV_16UC1, CV_16SC1*/),
Values(/*cv::INTER_NEAREST,*/ cv::INTER_LINEAR/*, cv::INTER_AREA*/),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(0.5, 0.1),
Values(0.5, 0.1),
Values(cv::compile_args(CORE_FLUID))));
} // opencv_test

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@ -0,0 +1,406 @@
// 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) 2018-2020 Intel Corporation
#include "../perf_precomp.hpp"
#include "../common/gapi_imgproc_perf_tests.hpp"
#include <opencv2/gapi/cpu/imgproc.hpp>
#define IMGPROC_CPU cv::gapi::imgproc::cpu::kernels()
namespace opencv_test
{
INSTANTIATE_TEST_CASE_P(SepFilterPerfTestCPU_8U, SepFilterPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_16S, CV_32F),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(SepFilterPerfTestCPU_other, SepFilterPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_16UC1, CV_16SC1, CV_32FC1),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(Filter2DPerfTestCPU, Filter2DPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 4, 5, 7),
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BoxFilterPerfTestCPU, BoxFilterPerfTest,
Combine(Values(AbsTolerance(0).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BlurPerfTestCPU, BlurPerfTest,
Combine(Values(AbsTolerance(0).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(GaussianBlurPerfTestCPU, GaussianBlurPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(MedianBlurPerfTestCPU, MedianBlurPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(ErodePerfTestCPU, ErodePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::MorphShapes::MORPH_RECT,
cv::MorphShapes::MORPH_CROSS,
cv::MorphShapes::MORPH_ELLIPSE),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(Erode3x3PerfTestCPU, Erode3x3PerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(1, 2, 4),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(DilatePerfTestCPU, DilatePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::MorphShapes::MORPH_RECT,
cv::MorphShapes::MORPH_CROSS,
cv::MorphShapes::MORPH_ELLIPSE),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(Dilate3x3PerfTestCPU, Dilate3x3PerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(1, 2, 4),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(MorphologyExPerfTestCPU, MorphologyExPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(cv::MorphTypes::MORPH_ERODE,
cv::MorphTypes::MORPH_DILATE,
cv::MorphTypes::MORPH_OPEN,
cv::MorphTypes::MORPH_CLOSE,
cv::MorphTypes::MORPH_GRADIENT,
cv::MorphTypes::MORPH_TOPHAT,
cv::MorphTypes::MORPH_BLACKHAT),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(MorphologyExHitMissPerfTestCPU, MorphologyExPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1),
Values(szVGA, sz720p, sz1080p),
Values(cv::MorphTypes::MORPH_HITMISS),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(SobelPerfTestCPU, SobelPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_16S, CV_32F),
Values(0, 1),
Values(1, 2),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(SobelPerfTestCPU32F, SobelPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(CV_32F),
Values(0, 1),
Values(1, 2),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(LaplacianPerfTestCPU, LaplacianPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BilateralFilterPerfTestCPU, BilateralFilterPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_32FC1, CV_32FC3),
Values(-1),
Values(szVGA, sz720p, sz1080p),
Values(3),
Values(20),
Values(10),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(CannyPerfTestCPU, CannyPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3),
Values(szVGA, sz720p, sz1080p),
Values(3.0, 120.0),
Values(125.0, 240.0),
Values(3, 5),
Values(true, false),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(GoodFeaturesPerfTestCPU, GoodFeaturesPerfTest,
Combine(Values(AbsExactVector<cv::Point2f>().to_compare_f()),
Values("cv/shared/pic5.png", "stitching/a1.png"),
Values(CV_32FC1, CV_8UC1),
Values(100, 500),
Values(0.1, 0.01),
Values(1.0),
Values(3, 5),
Values(true, false),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(GoodFeaturesInternalPerfTestCPU, GoodFeaturesPerfTest,
Combine(Values(AbsExactVector<cv::Point2f>().to_compare_f()),
Values("cv/cascadeandhog/images/audrybt1.png"),
Values(CV_32FC1, CV_8UC1),
Values(100),
Values(0.0000001),
Values(5.0),
Values(3),
Values(true),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FindContoursPerfTestCPU, FindContoursPerfTest,
Combine(Values(AbsExact().to_compare_obj()),
Values(CV_8UC1),
Values(szVGA, sz720p, sz1080p),
Values(RETR_EXTERNAL, RETR_LIST, RETR_CCOMP, RETR_TREE),
Values(CHAIN_APPROX_NONE, CHAIN_APPROX_SIMPLE,
CHAIN_APPROX_TC89_L1, CHAIN_APPROX_TC89_KCOS),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FindContours32SPerfTestCPU, FindContoursPerfTest,
Combine(Values(AbsExact().to_compare_obj()),
Values(CV_32SC1),
Values(szVGA, sz720p, sz1080p),
Values(RETR_CCOMP, RETR_FLOODFILL),
Values(CHAIN_APPROX_NONE, CHAIN_APPROX_SIMPLE,
CHAIN_APPROX_TC89_L1, CHAIN_APPROX_TC89_KCOS),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FindContoursHPerfTestCPU, FindContoursHPerfTest,
Combine(Values(AbsExact().to_compare_obj()),
Values(CV_8UC1),
Values(szVGA, sz720p, sz1080p),
Values(RETR_EXTERNAL, RETR_LIST, RETR_CCOMP, RETR_TREE),
Values(CHAIN_APPROX_NONE, CHAIN_APPROX_SIMPLE,
CHAIN_APPROX_TC89_L1, CHAIN_APPROX_TC89_KCOS),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FindContoursH32SPerfTestCPU, FindContoursHPerfTest,
Combine(Values(AbsExact().to_compare_obj()),
Values(CV_32SC1),
Values(szVGA, sz720p, sz1080p),
Values(RETR_CCOMP, RETR_FLOODFILL),
Values(CHAIN_APPROX_NONE, CHAIN_APPROX_SIMPLE,
CHAIN_APPROX_TC89_L1, CHAIN_APPROX_TC89_KCOS),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BoundingRectMatPerfTestCPU, BoundingRectMatPerfTest,
Combine(Values(IoUToleranceRect(0).to_compare_obj()),
Values(CV_8UC1),
Values(szVGA, sz720p, sz1080p),
Values(false),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BoundingRectMatVectorPerfTestCPU, BoundingRectMatPerfTest,
Combine(Values(IoUToleranceRect(1e-5).to_compare_obj()),
Values(CV_32S, CV_32F),
Values(szVGA, sz720p, sz1080p),
Values(true),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BoundingRectVector32SPerfTestCPU, BoundingRectVector32SPerfTest,
Combine(Values(IoUToleranceRect(0).to_compare_obj()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BoundingRectVector32FPerfTestCPU, BoundingRectVector32FPerfTest,
Combine(Values(IoUToleranceRect(1e-5).to_compare_obj()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FitLine2DMatVectorPerfTestCPU, FitLine2DMatVectorPerfTest,
Combine(Values(RelDiffToleranceVec<float, 4>(0.01).to_compare_obj()),
Values(CV_8U, CV_8S, CV_16U, CV_16S,
CV_32S, CV_32F, CV_64F),
Values(cv::Size(8, 0), cv::Size(1024, 0)),
Values(DIST_L1, DIST_L2, DIST_L12, DIST_FAIR,
DIST_WELSCH, DIST_HUBER),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FitLine2DVector32SPerfTestCPU, FitLine2DVector32SPerfTest,
Combine(Values(RelDiffToleranceVec<float, 4>(0.01).to_compare_obj()),
Values(cv::Size(8, 0), cv::Size(1024, 0)),
Values(DIST_L1, DIST_L2, DIST_L12, DIST_FAIR,
DIST_WELSCH, DIST_HUBER),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FitLine2DVector32FPerfTestCPU, FitLine2DVector32FPerfTest,
Combine(Values(RelDiffToleranceVec<float, 4>(0.01).to_compare_obj()),
Values(cv::Size(8, 0), cv::Size(1024, 0)),
Values(DIST_L1, DIST_L2, DIST_L12, DIST_FAIR,
DIST_WELSCH, DIST_HUBER),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FitLine2DVector64FPerfTestCPU, FitLine2DVector64FPerfTest,
Combine(Values(RelDiffToleranceVec<float, 4>(0.01).to_compare_obj()),
Values(cv::Size(8, 0), cv::Size(1024, 0)),
Values(DIST_L1, DIST_L2, DIST_L12, DIST_FAIR,
DIST_WELSCH, DIST_HUBER),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FitLine3DMatVectorPerfTestCPU, FitLine3DMatVectorPerfTest,
Combine(Values(RelDiffToleranceVec<float, 6>(0.01).to_compare_obj()),
Values(CV_8U, CV_8S, CV_16U, CV_16S,
CV_32S, CV_32F, CV_64F),
Values(cv::Size(8, 0), cv::Size(1024, 0)),
Values(DIST_L1, DIST_L2, DIST_L12, DIST_FAIR,
DIST_WELSCH, DIST_HUBER),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FitLine3DVector32SPerfTestCPU, FitLine3DVector32SPerfTest,
Combine(Values(RelDiffToleranceVec<float, 6>(0.01).to_compare_obj()),
Values(cv::Size(8, 0), cv::Size(1024, 0)),
Values(DIST_L1, DIST_L2, DIST_L12, DIST_FAIR,
DIST_WELSCH, DIST_HUBER),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FitLine3DVector32FPerfTestCPU, FitLine3DVector32FPerfTest,
Combine(Values(RelDiffToleranceVec<float, 6>(0.01).to_compare_obj()),
Values(cv::Size(8, 0), cv::Size(1024, 0)),
Values(DIST_L1, DIST_L2, DIST_L12, DIST_FAIR,
DIST_WELSCH, DIST_HUBER),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(FitLine3DVector64FPerfTestCPU, FitLine3DVector64FPerfTest,
Combine(Values(RelDiffToleranceVec<float, 6>(0.01).to_compare_obj()),
Values(cv::Size(8, 0), cv::Size(1024, 0)),
Values(DIST_L1, DIST_L2, DIST_L12, DIST_FAIR,
DIST_WELSCH, DIST_HUBER),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(EqHistPerfTestCPU, EqHistPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BGR2RGBPerfTestCPU, BGR2RGBPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(RGB2GrayPerfTestCPU, RGB2GrayPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BGR2GrayPerfTestCPU, BGR2GrayPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(RGB2YUVPerfTestCPU, RGB2YUVPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(YUV2RGBPerfTestCPU, YUV2RGBPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BGR2I420PerfTestCPU, BGR2I420PerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(RGB2I420PerfTestCPU, RGB2I420PerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(I4202BGRPerfTestCPU, I4202BGRPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(I4202RGBPerfTestCPU, I4202RGBPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(RGB2LabPerfTestCPU, RGB2LabPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BGR2LUVPerfTestCPU, BGR2LUVPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(LUV2BGRPerfTestCPU, LUV2BGRPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BGR2YUVPerfTestCPU, BGR2YUVPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(YUV2BGRPerfTestCPU, YUV2BGRPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(RGB2HSVPerfTestCPU, RGB2HSVPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(BayerGR2RGBPerfTestCPU, BayerGR2RGBPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(RGB2YUV422PerfTestCPU, RGB2YUV422PerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
} // opencv_test

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@ -0,0 +1,201 @@
// 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 Intel Corporation
#include "../perf_precomp.hpp"
#include "../common/gapi_imgproc_perf_tests.hpp"
#define IMGPROC_FLUID cv::gapi::imgproc::fluid::kernels()
namespace opencv_test
{
INSTANTIATE_TEST_CASE_P(SepFilterPerfTestFluid_8U, SepFilterPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_16S, CV_32F),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(SepFilterPerfTestFluid_other, SepFilterPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_16UC1, CV_16SC1, CV_32FC1),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(Filter2DPerfTestFluid, Filter2DPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3), // TODO: add 4, 5, 7 when kernel is ready
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(BoxFilterPerfTestFluid, BoxFilterPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3), // TODO: add size=5, when kernel is ready
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(BlurPerfTestFluid, BlurPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3), // TODO: add size=5, when kernel is ready
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(GaussianBlurPerfTestFluid, GaussianBlurPerfTest,
Combine(Values(ToleranceFilter(1e-3f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(MedianBlurPerfTestFluid, MedianBlurPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3), // TODO: add size=5, when kernel is ready
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(ErodePerfTestFluid, ErodePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3), // TODO: add size=5, when kernel is ready
Values(szVGA, sz720p, sz1080p),
Values(cv::MorphShapes::MORPH_RECT,
cv::MorphShapes::MORPH_CROSS,
cv::MorphShapes::MORPH_ELLIPSE),
Values(cv::compile_args(IMGPROC_FLUID))));
// GAPI/fluid does not support iterations parameter for the Erode kernel
INSTANTIATE_TEST_CASE_P(DISABLED_Erode3x3PerfTestFluid, Erode3x3PerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(1, 2, 4),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(DilatePerfTestFluid, DilatePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3), // TODO: add size=5, when kernel is ready
Values(szVGA, sz720p, sz1080p),
Values(cv::MorphShapes::MORPH_RECT,
cv::MorphShapes::MORPH_CROSS,
cv::MorphShapes::MORPH_ELLIPSE),
Values(cv::compile_args(IMGPROC_FLUID))));
// GAPI/fluid does not support iterations parameter for the Dilate kernel
INSTANTIATE_TEST_CASE_P(DISABLED_Dilate3x3PerfTestFluid, Dilate3x3PerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(1, 2, 4),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(SobelPerfTestFluid, SobelPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(3), // TODO: add 5x5 once supported
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_16S, CV_32F),
Values(0, 1),
Values(1, 2),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(SobelPerfTestFluid32F, SobelPerfTest,
Combine(Values(ToleranceFilter(1e-3f, 0.0).to_compare_f()),
Values(CV_32FC1),
Values(3), // TODO: add 5x5 once supported
Values(szVGA, sz720p, sz1080p),
Values(CV_32F),
Values(0, 1),
Values(1, 2),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(SobelXYPerfTestFluid, SobelXYPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(3), // TODO: add 5x5 once supported
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_16S, CV_32F),
Values(1, 2),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(SobelXYPerfTestFluid32F, SobelXYPerfTest,
Combine(Values(ToleranceFilter(1e-3f, 0.0).to_compare_f()),
Values(CV_32FC1),
Values(3), // TODO: add 5x5 once supported
Values(szVGA, sz720p, sz1080p),
Values(CV_32F),
Values(1, 2),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(RGB2GrayPerfTestFluid, RGB2GrayPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(BGR2GrayPerfTestFluid, BGR2GrayPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(RGB2YUVPerfTestFluid, RGB2YUVPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(YUV2RGBPerfTestFluid, YUV2RGBPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(BGR2YUVPerfTestFluid, BGR2YUVPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(YUV2BGRPerfTestFluid, YUV2BGRPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(BayerGR2RGBPerfTestFluid, BayerGR2RGBPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(RGB2YUV422PerfTestFluid, RGB2YUV422PerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(RGB2HSVPerfTestFluid, RGB2HSVPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(BGR2LUVPerfTestFluid, BGR2LUVPerfTest,
Combine(Values(AbsSimilarPoints(1, 0.05).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
INSTANTIATE_TEST_CASE_P(RGB2LabPerfTestFluid, RGB2LabPerfTest,
Combine(Values(AbsSimilarPoints(1, 0.05).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_FLUID))));
}

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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) 2020 Intel Corporation
#include "../perf_precomp.hpp"
#include "../common/gapi_video_perf_tests.hpp"
#include <opencv2/gapi/cpu/video.hpp>
namespace
{
#define VIDEO_CPU cv::gapi::video::cpu::kernels()
#ifdef HAVE_OPENCV_VIDEO
#define WITH_VIDEO(X) X
#else
#define WITH_VIDEO(X) DISABLED_##X
#endif // HAVE_OPENCV_VIDEO
#define INSTANTIATE_TEST_CASE_MACRO_P(prefix, test_case_name, generator, ...) \
INSTANTIATE_TEST_CASE_P(prefix, test_case_name, generator, __VA_ARGS__)
} // namespace
namespace opencv_test
{
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(BuildOptFlowPyramidPerfTestCPU),
BuildOptFlowPyramidPerfTest,
Combine(Values("cv/optflow/rock_1.bmp",
"cv/optflow/frames/1080p_01.png"),
Values(7, 11),
Values(1000),
testing::Bool(),
Values(BORDER_DEFAULT, BORDER_TRANSPARENT),
Values(BORDER_DEFAULT, BORDER_TRANSPARENT),
testing::Bool(),
Values(cv::compile_args(VIDEO_CPU))));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(BuildOptFlowPyramidInternalPerfTestCPU),
BuildOptFlowPyramidPerfTest,
Combine(Values("cv/optflow/rock_1.bmp"),
Values(15),
Values(3),
Values(true),
Values(BORDER_REFLECT_101),
Values(BORDER_CONSTANT),
Values(true),
Values(cv::compile_args(VIDEO_CPU))));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(OptFlowLKPerfTestCPU), OptFlowLKPerfTest,
Combine(Values("cv/optflow/rock_%01d.bmp",
"cv/optflow/frames/1080p_%02d.png"),
Values(1, 3, 4),
Values(std::make_tuple(9, 9), std::make_tuple(15, 15)),
Values(7, 11),
Values(cv::TermCriteria(cv::TermCriteria::COUNT |
cv::TermCriteria::EPS,
30, 0.01)),
Values(cv::compile_args(VIDEO_CPU))));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(OptFlowLKForPyrPerfTestCPU), OptFlowLKForPyrPerfTest,
Combine(Values("cv/optflow/rock_%01d.bmp",
"cv/optflow/frames/1080p_%02d.png"),
Values(1, 3, 4),
Values(std::make_tuple(9, 9), std::make_tuple(15, 15)),
Values(7, 11),
Values(cv::TermCriteria(cv::TermCriteria::COUNT |
cv::TermCriteria::EPS,
30, 0.01)),
testing::Bool(),
Values(cv::compile_args(VIDEO_CPU))));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(OptFlowLKInternalPerfTestCPU),
OptFlowLKForPyrPerfTest,
Combine(Values("cv/optflow/rock_%01d.bmp"),
Values(1),
Values(std::make_tuple(10, 10)),
Values(15),
Values(cv::TermCriteria(cv::TermCriteria::COUNT |
cv::TermCriteria::EPS,
21, 0.05)),
Values(true),
Values(cv::compile_args(VIDEO_CPU))));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(BuildPyr_CalcOptFlow_PipelinePerfTestCPU),
BuildPyr_CalcOptFlow_PipelinePerfTest,
Combine(Values("cv/optflow/frames/1080p_%02d.png"),
Values(7, 11),
Values(1000),
testing::Bool(),
Values(cv::compile_args(VIDEO_CPU))));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(BuildPyr_CalcOptFlow_PipelineInternalTestPerfCPU),
BuildPyr_CalcOptFlow_PipelinePerfTest,
Combine(Values("cv/optflow/rock_%01d.bmp"),
Values(15),
Values(3),
Values(true),
Values(cv::compile_args(VIDEO_CPU))));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(BackgroundSubtractorPerfTestCPU),
BackgroundSubtractorPerfTest,
Combine(Values(cv::gapi::video::TYPE_BS_MOG2,
cv::gapi::video::TYPE_BS_KNN),
Values("cv/video/768x576.avi", "cv/video/1920x1080.avi"),
testing::Bool(),
Values(0., 0.5, 1.),
Values(5),
Values(cv::compile_args(VIDEO_CPU)),
Values(AbsExact().to_compare_obj())));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(KalmanFilterControlPerfTestCPU),
KalmanFilterControlPerfTest,
Combine(Values(CV_32FC1, CV_64FC1),
Values(2, 5),
Values(2, 5),
Values(5),
testing::Bool(),
Values(cv::compile_args(VIDEO_CPU))));
INSTANTIATE_TEST_CASE_MACRO_P(WITH_VIDEO(KalmanFilterNoControlPerfTestCPU),
KalmanFilterNoControlPerfTest,
Combine(Values(CV_32FC1, CV_64FC1),
Values(2, 5),
Values(2, 5),
Values(5),
testing::Bool(),
Values(cv::compile_args(VIDEO_CPU))));
} // opencv_test

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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) 2018-2020 Intel Corporation
#include "../perf_precomp.hpp"
#include "../common/gapi_core_perf_tests.hpp"
#define CORE_GPU cv::gapi::core::gpu::kernels()
namespace opencv_test
{
INSTANTIATE_TEST_CASE_P(AddPerfTestGPU, AddPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(AddCPerfTestGPU, AddCPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(SubPerfTestGPU, SubPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(SubCPerfTestGPU, SubCPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(SubRCPerfTestGPU, SubRCPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(MulPerfTestGPU, MulPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(MulDoublePerfTestGPU, MulDoublePerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(MulCPerfTestGPU, MulCPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(DivPerfTestGPU, DivPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_f()),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(DivCPerfTestGPU, DivCPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(DivRCPerfTestGPU, DivRCPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_f()),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
//TODO: mask test doesn't work
INSTANTIATE_TEST_CASE_P(DISABLED_MaskPerfTestGPU, MaskPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_16UC1, CV_16SC1),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(MeanPerfTestGPU, MeanPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(Polar2CartPerfTestGPU, Polar2CartPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-5, 2).to_compare_f()),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(Cart2PolarPerfTestGPU, Cart2PolarPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-2, 2).to_compare_f()),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(CmpPerfTestGPU, CmpPerfTest,
Combine(Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(CmpWithScalarPerfTestGPU, CmpWithScalarPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CMP_EQ, CMP_GE, CMP_NE, CMP_GT, CMP_LT, CMP_LE),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(BitwisePerfTestGPU, BitwisePerfTest,
Combine(Values(AND, OR, XOR),
testing::Bool(),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(BitwiseNotPerfTestGPU, BitwiseNotPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(SelectPerfTestGPU, SelectPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(MinPerfTestGPU, MinPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(MaxPerfTestGPU, MaxPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(AbsDiffPerfTestGPU, AbsDiffPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(AbsDiffCPerfTestGPU, AbsDiffCPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(SumPerfTestGPU, SumPerfTest,
Combine(Values(AbsToleranceScalar(1e-5).to_compare_f()),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(CountNonZeroPerfTestGPU, CountNonZeroPerfTest,
Combine(Values(AbsToleranceScalar(0.0).to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(AddWeightedPerfTestGPU, AddWeightedPerfTest,
Combine(Values(Tolerance_FloatRel_IntAbs(1e-6, 1).to_compare_f()),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(NormPerfTestGPU, NormPerfTest,
Combine(Values(AbsToleranceScalar(1e-5).to_compare_f()),
Values(NORM_INF, NORM_L1, NORM_L2),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(IntegralPerfTestGPU, IntegralPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(ThresholdPerfTestGPU, ThresholdPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::THRESH_BINARY, cv::THRESH_BINARY_INV, cv::THRESH_TRUNC, cv::THRESH_TOZERO, cv::THRESH_TOZERO_INV),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(ThresholdPerfTestGPU, ThresholdOTPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1 ),
Values(cv::THRESH_OTSU, cv::THRESH_TRIANGLE),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(InRangePerfTestGPU, InRangePerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(Split3PerfTestGPU, Split3PerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(Split4PerfTestGPU, Split4PerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(Merge3PerfTestGPU, Merge3PerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(Merge4PerfTestGPU, Merge4PerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(RemapPerfTestGPU, RemapPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(FlipPerfTestGPU, FlipPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(0,1,-1),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(CropPerfTestGPU, CropPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::Rect(10, 8, 20, 35), cv::Rect(4, 10, 37, 50)),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(ConcatHorPerfTestGPU, ConcatHorPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(ConcatVertPerfTestGPU, ConcatVertPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
//TODO: fix this backend to allow ConcatVertVec ConcatHorVec
INSTANTIATE_TEST_CASE_P(DISABLED_ConcatHorVecPerfTestGPU, ConcatHorVecPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(DISABLED_ConcatVertVecPerfTestGPU, ConcatVertVecPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(LUTPerfTestGPU, LUTPerfTest,
Combine(Values(CV_8UC1, CV_8UC3),
Values(CV_8UC1),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(LUTPerfTestCustomGPU, LUTPerfTest,
Combine(Values(CV_8UC3),
Values(CV_8UC3),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(ConvertToPerfTestGPU, ConvertToPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC3, CV_8UC1, CV_16UC1, CV_32FC1),
Values(CV_8U, CV_16U, CV_16S, CV_32F),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(2.5, 1.0),
Values(0.0),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(TransposePerfTestGPU, TransposePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szSmall128, szVGA, sz720p, sz1080p),
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),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(ResizePerfTestGPU, ResizePerfTest,
Combine(Values(AbsSimilarPoints(2, 0.05).to_compare_f()),
Values(CV_8UC1, CV_16UC1, CV_16SC1),
Values(cv::INTER_NEAREST, cv::INTER_LINEAR, cv::INTER_AREA),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(cv::Size(64,64),
cv::Size(30,30)),
Values(cv::compile_args(CORE_GPU))));
INSTANTIATE_TEST_CASE_P(ResizeFxFyPerfTestGPU, ResizeFxFyPerfTest,
Combine(Values(AbsSimilarPoints(2, 0.05).to_compare_f()),
Values(CV_8UC1, CV_16UC1, CV_16SC1),
Values(cv::INTER_NEAREST, cv::INTER_LINEAR, cv::INTER_AREA),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values(0.5, 0.1),
Values(0.5, 0.1),
Values(cv::compile_args(CORE_GPU))));
}

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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 Intel Corporation
#include "../perf_precomp.hpp"
#include "../common/gapi_imgproc_perf_tests.hpp"
#define IMGPROC_GPU cv::gapi::imgproc::gpu::kernels()
namespace opencv_test
{
INSTANTIATE_TEST_CASE_P(SepFilterPerfTestGPU_8U, SepFilterPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_16S, CV_32F),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(SepFilterPerfTestGPU_other, SepFilterPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_16UC1, CV_16SC1, CV_32FC1),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(Filter2DPerfTestGPU, Filter2DPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 4, 5, 7),
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(BoxFilterPerfTestGPU, BoxFilterPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(/*CV_8UC1,*/ CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3,5),
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(-1, CV_32F),
Values(cv::compile_args(IMGPROC_GPU)))); //TODO: 8UC1 doesn't work
INSTANTIATE_TEST_CASE_P(BlurPerfTestGPU, BlurPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(GaussianBlurPerfTestGPU, GaussianBlurPerfTest,
Combine(Values(AbsSimilarPoints(1, 0.05).to_compare_f()), //TODO: too relaxed?
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(MedianBlurPerfTestGPU, MedianBlurPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(ErodePerfTestGPU, ErodePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::MorphShapes::MORPH_RECT,
cv::MorphShapes::MORPH_CROSS,
cv::MorphShapes::MORPH_ELLIPSE),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(Erode3x3PerfTestGPU, Erode3x3PerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(1,2,4),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(DilatePerfTestGPU, DilatePerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::MorphShapes::MORPH_RECT,
cv::MorphShapes::MORPH_CROSS,
cv::MorphShapes::MORPH_ELLIPSE),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(Dilate3x3PerfTestGPU, Dilate3x3PerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(1,2,4),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(SobelPerfTestGPU, SobelPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_16S, CV_32F),
Values(0, 1),
Values(1, 2),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(SobelPerfTestGPU32F, SobelPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(CV_32F),
Values(0, 1),
Values(1, 2),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(LaplacianPerfTestGPU, LaplacianPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_8UC1, CV_8UC3),
Values(5),
Values(szVGA, sz720p, sz1080p),
Values(-1),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(BilateralFilterPerfTestGPU, BilateralFilterPerfTest,
Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
Values(CV_32FC1, CV_32FC3),
Values(-1),
Values(szVGA, sz720p, sz1080p),
Values(5),
Values(100),
Values(40),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(CannyPerfTestGPU, CannyPerfTest,
Combine(Values(AbsSimilarPoints(1, 0.05).to_compare_f()),
Values(CV_8UC1, CV_8UC3),
Values(szVGA, sz720p, sz1080p),
Values(3.0, 120.0),
Values(125.0, 240.0),
Values(3, 5),
Values(true, false),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(EqHistPerfTestGPU, EqHistPerfTest,
Combine(Values(AbsExact().to_compare_f()), // FIXIT unrealiable check
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(RGB2GrayPerfTestGPU, RGB2GrayPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(BGR2GrayPerfTestGPU, BGR2GrayPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(RGB2YUVPerfTestGPU, RGB2YUVPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(YUV2RGBPerfTestGPU, YUV2RGBPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(RGB2LabPerfTestGPU, RGB2LabPerfTest,
Combine(Values(AbsSimilarPoints(1, 0.05).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(BGR2LUVPerfTestGPU, BGR2LUVPerfTest,
Combine(Values(AbsSimilarPoints(1, 0.05).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(LUV2BGRPerfTestGPU, LUV2BGRPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(BGR2YUVPerfTestGPU, BGR2YUVPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
INSTANTIATE_TEST_CASE_P(YUV2BGRPerfTestGPU, YUV2BGRPerfTest,
Combine(Values(ToleranceColor(1e-3).to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_GPU))));
}

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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 Intel Corporation
#include "../perf_precomp.hpp"
#include "../../test/common/gapi_tests_common.hpp"
namespace opencv_test
{
using namespace perf;
class CompilerPerfTest : public TestPerfParams<tuple<cv::Size, MatType>> {};
PERF_TEST_P_(CompilerPerfTest, TestPerformance)
{
const auto params = GetParam();
Size sz = get<0>(params);
MatType type = get<1>(params);
initMatsRandU(type, sz, type, false);
// G-API code ////////////////////////////////////////////////////////////
cv::GMat in;
auto splitted = cv::gapi::split3(in);
auto add1 = cv::gapi::addC({1}, std::get<0>(splitted));
auto add2 = cv::gapi::addC({2}, std::get<1>(splitted));
auto add3 = cv::gapi::addC({3}, std::get<2>(splitted));
auto out = cv::gapi::merge3(add1, add2, add3);
TEST_CYCLE()
{
cv::GComputation c(in, out);
c.apply(in_mat1, out_mat_gapi, cv::compile_args(cv::gapi::core::fluid::kernels()));
}
SANITY_CHECK_NOTHING();
}
INSTANTIATE_TEST_CASE_P(CompilerPerfTest, CompilerPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(CV_8UC3)));
} // namespace opencv_test

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#include "perf_precomp.hpp"
#include "../test/common/gapi_tests_common.hpp"
namespace opencv_test
{
struct SobelEdgeDetector: public TestPerfParams<cv::Size> {};
PERF_TEST_P_(SobelEdgeDetector, Fluid)
{
Size sz = GetParam();
initMatsRandU(CV_8UC3, sz, CV_8UC3, false);
GMat in;
GMat gx = gapi::Sobel(in, CV_32F, 1, 0);
GMat gy = gapi::Sobel(in, CV_32F, 0, 1);
GMat mag = gapi::sqrt(gapi::mul(gx, gx) + gapi::mul(gy, gy));
GMat out = gapi::convertTo(mag, CV_8U);
GComputation sobel(in, out);
auto pkg = gapi::combine(gapi::core::fluid::kernels(),
gapi::imgproc::fluid::kernels());
auto cc = sobel.compile(cv::descr_of(in_mat1),
cv::compile_args(cv::gapi::use_only{pkg}));
cc(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
cc(in_mat1, out_mat_gapi);
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(SobelEdgeDetector, OpenCV)
{
Size sz = GetParam();
initMatsRandU(CV_8UC3, sz, CV_8UC3, false);
Mat gx, gy;
Mat mag;
auto cc = [&](const cv::Mat &in_mat, cv::Mat &out_mat) {
using namespace cv;
Sobel(in_mat, gx, CV_32F, 1, 0);
Sobel(in_mat, gy, CV_32F, 0, 1);
sqrt(gx.mul(gx) + gy.mul(gy), mag);
mag.convertTo(out_mat, CV_8U);
};
cc(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
cc(in_mat1, out_mat_gapi);
}
SANITY_CHECK_NOTHING();
}
PERF_TEST_P_(SobelEdgeDetector, OpenCV_Smarter)
{
Size sz = GetParam();
initMatsRandU(CV_8UC3, sz, CV_8UC3, false);
Mat gx, gy;
Mat ggx, ggy;
Mat sum;
Mat mag;
auto cc = [&](const cv::Mat &in_mat, cv::Mat &out_mat) {
cv::Sobel(in_mat, gx, CV_32F, 1, 0);
cv::Sobel(in_mat, gy, CV_32F, 0, 1);
cv::multiply(gx, gx, ggx);
cv::multiply(gy, gy, ggy);
cv::add(ggx, ggy, sum);
cv::sqrt(sum, mag);
mag.convertTo(out_mat, CV_8U);
};
cc(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
cc(in_mat1, out_mat_gapi);
}
SANITY_CHECK_NOTHING();
}
INSTANTIATE_TEST_CASE_P(Benchmark, SobelEdgeDetector,
Values(cv::Size(320, 240),
cv::Size(640, 480),
cv::Size(1280, 720),
cv::Size(1920, 1080),
cv::Size(3840, 2170)));
} // opencv_test

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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 Intel Corporation
#include "perf_precomp.hpp"
//#include "../test/test_precomp.hpp"
CV_PERF_TEST_MAIN(gapi)

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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) 2018-2020 Intel Corporation
#ifndef __OPENCV_GAPI_PERF_PRECOMP_HPP__
#define __OPENCV_GAPI_PERF_PRECOMP_HPP__
#include <cstdint>
#include <vector>
#include <opencv2/ts.hpp>
#include <opencv2/gapi.hpp>
#include <opencv2/gapi/imgproc.hpp>
#include <opencv2/gapi/video.hpp>
#include <opencv2/gapi/core.hpp>
#include <opencv2/gapi/cpu/gcpukernel.hpp>
#include <opencv2/gapi/gpu/ggpukernel.hpp>
#include <opencv2/gapi/gpu/imgproc.hpp>
#include <opencv2/gapi/gpu/core.hpp>
#include <opencv2/gapi/operators.hpp>
#include <opencv2/gapi/fluid/core.hpp>
#include <opencv2/gapi/fluid/imgproc.hpp>
#endif // __OPENCV_GAPI_PERF_PRECOMP_HPP__

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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) 2020 Intel Corporation
#include "../perf_precomp.hpp"
#include "../common/gapi_render_perf_tests.hpp"
#define RENDER_OCV cv::gapi::render::ocv::kernels()
namespace opencv_test
{
#ifdef HAVE_FREETYPE
INSTANTIATE_TEST_CASE_P(RenderTestFTexts, RenderTestFTexts,
Combine(Values(L"\xe4\xbd\xa0\xe5\xa5\xbd"),
Values(szVGA, sz720p, sz1080p),
Values(cv::Point(50, 50)),
Values(60),
Values(cv::Scalar(200, 100, 25)),
Values(cv::compile_args(RENDER_OCV))));
#endif // HAVE_FREETYPE
INSTANTIATE_TEST_CASE_P(RenderTestTexts, RenderTestTexts,
Combine(Values(std::string("Some text")),
Values(szVGA, sz720p, sz1080p),
Values(cv::Point(200, 200)),
Values(FONT_HERSHEY_SIMPLEX),
Values(cv::Scalar(0, 255, 0)),
Values(2),
Values(LINE_8),
Values(false),
Values(cv::compile_args(RENDER_OCV))));
INSTANTIATE_TEST_CASE_P(RenderTestRects, RenderTestRects,
Combine(Values(szVGA, sz720p, sz1080p),
Values(cv::Rect(100, 100, 200, 200)),
Values(cv::Scalar(100, 50, 150)),
Values(2),
Values(LINE_8),
Values(0),
Values(cv::compile_args(RENDER_OCV))));
INSTANTIATE_TEST_CASE_P(RenderTestCircles, RenderTestCircles,
Combine(Values(szVGA, sz720p, sz1080p),
Values(cv::Point(100, 100)),
Values(10),
Values(cv::Scalar(100, 50, 150)),
Values(2),
Values(LINE_8),
Values(0),
Values(cv::compile_args(RENDER_OCV))));
INSTANTIATE_TEST_CASE_P(RenderTestLines, RenderTestLines,
Combine(Values(szVGA, sz720p, sz1080p),
Values(cv::Point(100, 100)),
Values(cv::Point(200, 200)),
Values(cv::Scalar(100, 50, 150)),
Values(2),
Values(LINE_8),
Values(0),
Values(cv::compile_args(RENDER_OCV))));
INSTANTIATE_TEST_CASE_P(RenderTestMosaics, RenderTestMosaics,
Combine(Values(szVGA, sz720p, sz1080p),
Values(cv::Rect(100, 100, 200, 200)),
Values(25),
Values(0),
Values(cv::compile_args(RENDER_OCV))));
INSTANTIATE_TEST_CASE_P(RenderTestImages, RenderTestImages,
Combine(Values(szVGA, sz720p, sz1080p),
Values(cv::Rect(50, 50, 100, 100)),
Values(cv::Scalar(100, 150, 60)),
Values(1.0),
Values(cv::compile_args(RENDER_OCV))));
INSTANTIATE_TEST_CASE_P(RenderTestPolylines, RenderTestPolylines,
Combine(Values(szVGA, sz720p, sz1080p),
Values(std::vector<cv::Point>{{100, 100}, {200, 200}, {150, 300}, {400, 150}}),
Values(cv::Scalar(100, 150, 60)),
Values(2),
Values(LINE_8),
Values(0),
Values(cv::compile_args(RENDER_OCV))));
INSTANTIATE_TEST_CASE_P(RenderTestPolyItems, RenderTestPolyItems,
Combine(Values(szVGA, sz720p, sz1080p),
Values(50),
Values(50),
Values(50),
Values(cv::compile_args(RENDER_OCV))));
}