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mirror of https://github.com/opencv/opencv.git synced 2026-07-31 00:03:03 +04:00

Merge pull request #12944 from dbudniko:dbudniko/tests_thresholds

* added threshold to g-api imgproc tests

* trailing spaces remove

* try to fix warnings

* fix license header

* fix random numbers issue

* fix Sobel test

* license headers + precompiled headers included
This commit is contained in:
Dmitry Budnikov
2018-10-29 17:34:20 +03:00
committed by Alexander Alekhin
parent 853f5111c2
commit 220b278575
14 changed files with 3510 additions and 3145 deletions
@@ -0,0 +1,9 @@
// 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"
File diff suppressed because it is too large Load Diff
File diff suppressed because it is too large Load Diff
@@ -0,0 +1,9 @@
// 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"
@@ -5,6 +5,11 @@
// Copyright (C) 2018 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"
@@ -13,870 +18,29 @@ namespace opencv_test
using namespace perf;
//------------------------------------------------------------------------------
class SepFilterPerfTest : public TestPerfParams<tuple<MatType, int, cv::Size, int>> {};
PERF_TEST_P_(SepFilterPerfTest, TestPerformance)
{
MatType type = 0;
int kernSize = 0, dtype = 0;
cv::Size sz;
std::tie(type, kernSize, sz, dtype) = GetParam();
cv::Mat kernelX(kernSize, 1, CV_32F);
cv::Mat kernelY(kernSize, 1, CV_32F);
randu(kernelX, -1, 1);
randu(kernelY, -1, 1);
initMatsRandN(type, sz, dtype, false);
cv::Point anchor = cv::Point(-1, -1);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::sepFilter2D(in_mat1, out_mat_ocv, dtype, kernelX, kernelY );
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::sepFilter(in, dtype, kernelX, kernelY, anchor, cv::Scalar() );
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class Filter2DPerfTest : public TestPerfParams<tuple<MatType,int,cv::Size,int,int>> {};
PERF_TEST_P_(Filter2DPerfTest, TestPerformance)
{
MatType type = 0;
int kernSize = 0, borderType = 0, dtype = 0;
cv::Size sz;
std::tie(type, kernSize, sz, borderType, dtype) = GetParam();
initMatsRandN(type, sz, dtype, false);
cv::Point anchor = {-1, -1};
double delta = 0;
cv::Mat kernel = cv::Mat(kernSize, kernSize, CV_32FC1 );
cv::Scalar kernMean = cv::Scalar::all(1.0);
cv::Scalar kernStddev = cv::Scalar::all(2.0/3);
randn(kernel, kernMean, kernStddev);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::filter2D(in_mat1, out_mat_ocv, dtype, kernel, anchor, delta, borderType);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::filter2D(in, dtype, kernel, anchor, delta, borderType);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class BoxFilterPerfTest : public TestPerfParams<tuple<MatType,int,cv::Size,int,int,double>> {};
PERF_TEST_P_(BoxFilterPerfTest, TestPerformance)
{
MatType type = 0;
int filterSize = 0, borderType = 0, dtype = 0;
cv::Size sz;
double tolerance = 0.0;
std::tie(type, filterSize, sz, borderType, dtype, tolerance) = GetParam();
initMatsRandN(type, sz, dtype, false);
cv::Point anchor = {-1, -1};
bool normalize = true;
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::boxFilter(in_mat1, out_mat_ocv, dtype, cv::Size(filterSize, filterSize), anchor, normalize, borderType);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::boxFilter(in, dtype, cv::Size(filterSize, filterSize), anchor, normalize, borderType);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
cv::Mat absDiff;
cv::absdiff(out_mat_gapi, out_mat_ocv, absDiff);
EXPECT_EQ(0, cv::countNonZero(absDiff > tolerance));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class BlurPerfTest : public TestPerfParams<tuple<MatType,int,cv::Size,int,double>> {};
PERF_TEST_P_(BlurPerfTest, TestPerformance)
{
MatType type = 0;
int filterSize = 0, borderType = 0;
cv::Size sz;
double tolerance = 0.0;
std::tie(type, filterSize, sz, borderType, tolerance) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Point anchor = {-1, -1};
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::blur(in_mat1, out_mat_ocv, cv::Size(filterSize, filterSize), anchor, borderType);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::blur(in, cv::Size(filterSize, filterSize), anchor, borderType);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
cv::Mat absDiff;
cv::absdiff(out_mat_gapi, out_mat_ocv, absDiff);
EXPECT_EQ(0, cv::countNonZero(absDiff > tolerance));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class GaussianBlurPerfTest : public TestPerfParams<tuple<MatType, int, cv::Size>> {};
PERF_TEST_P_(GaussianBlurPerfTest, TestPerformance)
{
MatType type = 0;
int kernSize = 0;
cv::Size sz;
std::tie(type, kernSize, sz) = GetParam();
cv::Size kSize = cv::Size(kernSize, kernSize);
auto& rng = cv::theRNG();
double sigmaX = rng();
initMatsRandN(type, sz, type, false);
// OpenCV code ///////////////////////////////////////////////////////////
cv::GaussianBlur(in_mat1, out_mat_ocv, kSize, sigmaX);
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::gaussianBlur(in, kSize, sigmaX);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison ////////////////////////////////////////////////////////////
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class MedianBlurPerfTest : public TestPerfParams<tuple<MatType,int,cv::Size>> {};
PERF_TEST_P_(MedianBlurPerfTest, TestPerformance)
{
MatType type = 0;
int kernSize = 0;
cv::Size sz;
std::tie(type, kernSize, sz) = GetParam();
initMatsRandN(type, sz, type, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::medianBlur(in_mat1, out_mat_ocv, kernSize);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::medianBlur(in, kernSize);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class ErodePerfTest : public TestPerfParams<tuple<MatType,int,cv::Size,int>> {};
PERF_TEST_P_(ErodePerfTest, TestPerformance)
{
MatType type = 0;
int kernSize = 0, kernType = 0;
cv::Size sz;
std::tie(type, kernSize, sz, kernType) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Mat kernel = cv::getStructuringElement(kernType, cv::Size(kernSize, kernSize));
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::erode(in_mat1, out_mat_ocv, kernel);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::erode(in, kernel);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class Erode3x3PerfTest : public TestPerfParams<tuple<MatType,cv::Size,int>> {};
PERF_TEST_P_(Erode3x3PerfTest, TestPerformance)
{
MatType type = 0;
int numIters = 0;
cv::Size sz;
std::tie(type, sz, numIters) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Mat kernel = cv::getStructuringElement(cv::MorphShapes::MORPH_RECT, cv::Size(3, 3));
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::erode(in_mat1, out_mat_ocv, kernel, cv::Point(-1, -1), numIters);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::erode3x3(in, numIters);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class DilatePerfTest : public TestPerfParams<tuple<MatType,int,cv::Size,int>> {};
PERF_TEST_P_(DilatePerfTest, TestPerformance)
{
MatType type = 0;
int kernSize = 0, kernType = 0;
cv::Size sz;
std::tie(type, kernSize, sz, kernType) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Mat kernel = cv::getStructuringElement(kernType, cv::Size(kernSize, kernSize));
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::dilate(in_mat1, out_mat_ocv, kernel);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::dilate(in, kernel);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class Dilate3x3PerfTest : public TestPerfParams<tuple<MatType,cv::Size,int>> {};
PERF_TEST_P_(Dilate3x3PerfTest, TestPerformance)
{
MatType type = 0;
int numIters = 0;
cv::Size sz;
std::tie(type, sz, numIters) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Mat kernel = cv::getStructuringElement(cv::MorphShapes::MORPH_RECT, cv::Size(3, 3));
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::dilate(in_mat1, out_mat_ocv, kernel, cv::Point(-1,-1), numIters);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::dilate3x3(in, numIters);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class SobelPerfTest : public TestPerfParams<tuple<MatType,int,cv::Size,int,int,int>> {};
PERF_TEST_P_(SobelPerfTest, TestPerformance)
{
MatType type = 0;
int kernSize = 0, dtype = 0, dx = 0, dy = 0;
cv::Size sz;
std::tie(type, kernSize, sz, dtype, dx, dy) = GetParam();
initMatsRandN(type, sz, dtype, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::Sobel(in_mat1, out_mat_ocv, dtype, dx, dy, kernSize);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::Sobel(in, dtype, dx, dy, kernSize );
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class CannyPerfTest : public TestPerfParams<tuple<MatType,cv::Size,double,double,int,bool>> {};
PERF_TEST_P_(CannyPerfTest, TestPerformance)
{
MatType type;
int apSize = 0;
double thrLow = 0.0, thrUp = 0.0;
cv::Size sz;
bool l2gr = false;
std::tie(type, sz, thrLow, thrUp, apSize, l2gr) = GetParam();
initMatsRandN(type, sz, CV_8UC1, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::Canny(in_mat1, out_mat_ocv, thrLow, thrUp, apSize, l2gr);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::Canny(in, thrLow, thrUp, apSize, l2gr);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class EqHistPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(EqHistPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC1, sz, CV_8UC1, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::equalizeHist(in_mat1, out_mat_ocv);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::equalizeHist(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class RGB2GrayPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(RGB2GrayPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC1, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2GRAY);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::RGB2Gray(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class BGR2GrayPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(BGR2GrayPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC1, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2GRAY);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::BGR2Gray(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class RGB2YUVPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(RGB2YUVPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2YUV);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::RGB2YUV(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class YUV2RGBPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(YUV2RGBPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_YUV2RGB);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::YUV2RGB(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class RGB2LabPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(RGB2LabPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2Lab);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::RGB2Lab(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class BGR2LUVPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(BGR2LUVPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2Luv);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::BGR2LUV(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class LUV2BGRPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(LUV2BGRPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_Luv2BGR);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::LUV2BGR(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class BGR2YUVPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(BGR2YUVPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2YUV);
cv::GMat in;
auto out = cv::gapi::BGR2YUV(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
class YUV2BGRPerfTest : public TestPerfParams<cv::Size> {};
PERF_TEST_P_(YUV2BGRPerfTest, TestPerformance)
{
cv::Size sz = GetParam();
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_YUV2BGR);
cv::GMat in;
auto out = cv::gapi::YUV2BGR(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi);
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi);
}
EXPECT_EQ(0, cv::countNonZero(out_mat_gapi != out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
//------------------------------------------------------------------------------
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 SobelPerfTest : public TestPerfParams<tuple<compare_f, MatType,int,cv::Size,int,int,int, cv::GCompileArgs>> {};
class CannyPerfTest : public TestPerfParams<tuple<compare_f, MatType,cv::Size,double,double,int,bool, cv::GCompileArgs>> {};
class EqHistPerfTest : 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 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>> {};
}
#endif //OPENCV_GAPI_IMGPROC_PERF_TESTS_HPP
@@ -0,0 +1,910 @@
// 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
#ifndef OPENCV_GAPI_IMGPROC_PERF_TESTS_INL_HPP
#define OPENCV_GAPI_IMGPROC_PERF_TESTS_INL_HPP
#include <iostream>
#include "gapi_imgproc_perf_tests.hpp"
namespace opencv_test
{
using namespace perf;
//------------------------------------------------------------------------------
PERF_TEST_P_(SepFilterPerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int kernSize = 0, dtype = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, kernSize, sz, dtype, compile_args) = GetParam();
cv::Mat kernelX(kernSize, 1, CV_32F);
cv::Mat kernelY(kernSize, 1, CV_32F);
randu(kernelX, -1, 1);
randu(kernelY, -1, 1);
initMatsRandN(type, sz, dtype, false);
cv::Point anchor = cv::Point(-1, -1);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::sepFilter2D(in_mat1, out_mat_ocv, dtype, kernelX, kernelY );
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::sepFilter(in, dtype, kernelX, kernelY, anchor, cv::Scalar() );
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(Filter2DPerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int kernSize = 0, borderType = 0, dtype = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, kernSize, sz, borderType, dtype, compile_args) = GetParam();
initMatsRandN(type, sz, dtype, false);
cv::Point anchor = {-1, -1};
double delta = 0;
cv::Mat kernel = cv::Mat(kernSize, kernSize, CV_32FC1 );
cv::Scalar kernMean = cv::Scalar::all(1.0);
cv::Scalar kernStddev = cv::Scalar::all(2.0/3);
randn(kernel, kernMean, kernStddev);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::filter2D(in_mat1, out_mat_ocv, dtype, kernel, anchor, delta, borderType);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::filter2D(in, dtype, kernel, anchor, delta, borderType);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(BoxFilterPerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int filterSize = 0, borderType = 0, dtype = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, filterSize, sz, borderType, dtype, compile_args) = GetParam();
initMatsRandN(type, sz, dtype, false);
cv::Point anchor = {-1, -1};
bool normalize = true;
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::boxFilter(in_mat1, out_mat_ocv, dtype, cv::Size(filterSize, filterSize), anchor, normalize, borderType);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::boxFilter(in, dtype, cv::Size(filterSize, filterSize), anchor, normalize, borderType);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(BlurPerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int filterSize = 0, borderType = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, filterSize, sz, borderType, compile_args) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Point anchor = {-1, -1};
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::blur(in_mat1, out_mat_ocv, cv::Size(filterSize, filterSize), anchor, borderType);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::blur(in, cv::Size(filterSize, filterSize), anchor, borderType);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(GaussianBlurPerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int kernSize = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, kernSize, sz, compile_args) = GetParam();
cv::Size kSize = cv::Size(kernSize, kernSize);
auto& rng = cv::theRNG();
double sigmaX = rng();
initMatsRandN(type, sz, type, false);
// OpenCV code ///////////////////////////////////////////////////////////
cv::GaussianBlur(in_mat1, out_mat_ocv, kSize, sigmaX);
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::gaussianBlur(in, kSize, sigmaX);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(MedianBlurPerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int kernSize = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, kernSize, sz, compile_args) = GetParam();
initMatsRandN(type, sz, type, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::medianBlur(in_mat1, out_mat_ocv, kernSize);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::medianBlur(in, kernSize);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(ErodePerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int kernSize = 0, kernType = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, kernSize, sz, kernType, compile_args) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Mat kernel = cv::getStructuringElement(kernType, cv::Size(kernSize, kernSize));
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::erode(in_mat1, out_mat_ocv, kernel);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::erode(in, kernel);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(Erode3x3PerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int numIters = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, sz, numIters, compile_args) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Mat kernel = cv::getStructuringElement(cv::MorphShapes::MORPH_RECT, cv::Size(3, 3));
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::erode(in_mat1, out_mat_ocv, kernel, cv::Point(-1, -1), numIters);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::erode3x3(in, numIters);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(DilatePerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int kernSize = 0, kernType = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, kernSize, sz, kernType, compile_args) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Mat kernel = cv::getStructuringElement(kernType, cv::Size(kernSize, kernSize));
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::dilate(in_mat1, out_mat_ocv, kernel);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::dilate(in, kernel);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(Dilate3x3PerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int numIters = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, sz, numIters, compile_args) = GetParam();
initMatsRandN(type, sz, type, false);
cv::Mat kernel = cv::getStructuringElement(cv::MorphShapes::MORPH_RECT, cv::Size(3, 3));
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::dilate(in_mat1, out_mat_ocv, kernel, cv::Point(-1,-1), numIters);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::dilate3x3(in, numIters);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(SobelPerfTest, TestPerformance)
{
compare_f cmpF;
MatType type = 0;
int kernSize = 0, dtype = 0, dx = 0, dy = 0;
cv::Size sz;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, kernSize, sz, dtype, dx, dy, compile_args) = GetParam();
initMatsRandN(type, sz, dtype, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::Sobel(in_mat1, out_mat_ocv, dtype, dx, dy, kernSize);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::Sobel(in, dtype, dx, dy, kernSize );
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(CannyPerfTest, TestPerformance)
{
compare_f cmpF;
MatType type;
int apSize = 0;
double thrLow = 0.0, thrUp = 0.0;
cv::Size sz;
bool l2gr = false;
cv::GCompileArgs compile_args;
std::tie(cmpF, type, sz, thrLow, thrUp, apSize, l2gr, compile_args) = GetParam();
initMatsRandN(type, sz, CV_8UC1, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::Canny(in_mat1, out_mat_ocv, thrLow, thrUp, apSize, l2gr);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::Canny(in, thrLow, thrUp, apSize, l2gr);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(EqHistPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC1, sz, CV_8UC1, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::equalizeHist(in_mat1, out_mat_ocv);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::equalizeHist(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(RGB2GrayPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC1, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2GRAY);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::RGB2Gray(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(BGR2GrayPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC1, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2GRAY);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::BGR2Gray(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(RGB2YUVPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2YUV);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::RGB2YUV(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(YUV2RGBPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_YUV2RGB);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::YUV2RGB(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(RGB2LabPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2Lab);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::RGB2Lab(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(BGR2LUVPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2Luv);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::BGR2LUV(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(LUV2BGRPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
// OpenCV code /////////////////////////////////////////////////////////////
{
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_Luv2BGR);
}
// G-API code //////////////////////////////////////////////////////////////
cv::GMat in;
auto out = cv::gapi::LUV2BGR(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
// Comparison //////////////////////////////////////////////////////////////
{
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
}
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(BGR2YUVPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2YUV);
cv::GMat in;
auto out = cv::gapi::BGR2YUV(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
PERF_TEST_P_(YUV2BGRPerfTest, TestPerformance)
{
compare_f cmpF = get<0>(GetParam());
Size sz = get<1>(GetParam());
cv::GCompileArgs compile_args = get<2>(GetParam());
initMatsRandN(CV_8UC3, sz, CV_8UC3, false);
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_YUV2BGR);
cv::GMat in;
auto out = cv::gapi::YUV2BGR(in);
cv::GComputation c(in, out);
// Warm-up graph engine:
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
TEST_CYCLE()
{
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
}
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
EXPECT_EQ(out_mat_gapi.size(), sz);
SANITY_CHECK_NOTHING();
}
//------------------------------------------------------------------------------
}
#endif //OPENCV_GAPI_IMGPROC_PERF_TESTS_INL_HPP
+217 -160
View File
@@ -7,214 +7,271 @@
#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 )));
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 )));
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 )));
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 )));
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 )));
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 )));
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 )));
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 )));
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( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F )));
INSTANTIATE_TEST_CASE_P(DivPerfTestCPU, DivPerfTest,
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(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 )));
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( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 ),
Values( -1, CV_8U, CV_16U, CV_32F )));
INSTANTIATE_TEST_CASE_P(DivRCPerfTestCPU, DivRCPerfTest,
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(MaskPerfTestCPU, MaskPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_16UC1, CV_16SC1)));
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 )));
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, Values( szSmall128, szVGA, sz720p, sz1080p ));
INSTANTIATE_TEST_CASE_P(Polar2CartPerfTestCPU, Polar2CartPerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Cart2PolarPerfTestCPU, Cart2PolarPerfTest, Values( szSmall128, szVGA, sz720p, sz1080p ));
INSTANTIATE_TEST_CASE_P(Cart2PolarPerfTestCPU, Cart2PolarPerfTest,
Combine(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 )));
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(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 )));
INSTANTIATE_TEST_CASE_P(CmpWithScalarPerfTestCPU, CmpWithScalarPerfTest,
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(BitwisePerfTestCPU, BitwisePerfTest,
Combine(Values(AND, OR, XOR),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1)));
INSTANTIATE_TEST_CASE_P(BitwisePerfTestCPU, BitwisePerfTest,
Combine(Values(AND, OR, XOR),
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 )));
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 )));
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 )));
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 )));
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 )));
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 )));
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( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 )));
INSTANTIATE_TEST_CASE_P(SumPerfTestCPU, SumPerfTest,
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(AddWeightedPerfTestCPU, AddWeightedPerfTest,
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 )));
INSTANTIATE_TEST_CASE_P(AddWeightedPerfTestCPU, AddWeightedPerfTest,
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(NormPerfTestCPU, NormPerfTest,
Combine(Values(NORM_INF, NORM_L1, NORM_L2),
Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 )));
INSTANTIATE_TEST_CASE_P(NormPerfTestCPU, NormPerfTest,
Combine(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 )));
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)));
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)));
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 )));
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, Values( szSmall128, szVGA, sz720p, sz1080p ));
INSTANTIATE_TEST_CASE_P(Split3PerfTestCPU, Split3PerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Split4PerfTestCPU, Split4PerfTest, Values( szSmall128, szVGA, sz720p, sz1080p ));
INSTANTIATE_TEST_CASE_P(Split4PerfTestCPU, Split4PerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Merge3PerfTestCPU, Merge3PerfTest, Values( szSmall128, szVGA, sz720p, sz1080p ));
INSTANTIATE_TEST_CASE_P(Merge3PerfTestCPU, Merge3PerfTest,
Combine(Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(Merge4PerfTestCPU, Merge4PerfTest, Values( szSmall128, szVGA, sz720p, sz1080p ));
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 )));
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)));
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))));
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(ConcatHorPerfTestCPU, ConcatHorPerfTest,
Combine(Values( szSmall128, szVGA, sz720p, sz1080p ),
Values( CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1 )));
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 )));
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 )));
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 )));
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 )));
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 )));
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(CV_8UC3, CV_8UC1, CV_16UC1, CV_32FC1),
Values(CV_8U, CV_16U, CV_16S, CV_32F),
Values( szSmall128, szVGA, sz720p, sz1080p )));
INSTANTIATE_TEST_CASE_P(ResizePerfTestCPU, ResizePerfTest,
Combine(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(0.0)));
INSTANTIATE_TEST_CASE_P(ConvertToPerfTestCPU, ConvertToPerfTest,
Combine(Values(CV_8UC3, CV_8UC1, CV_16UC1, CV_32FC1),
Values(CV_8U, CV_16U, CV_16S, CV_32F),
Values(szSmall128, szVGA, sz720p, sz1080p),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ResizeFxFyPerfTestCPU, ResizeFxFyPerfTest,
Combine(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(0.0)));
INSTANTIATE_TEST_CASE_P(ResizePerfTestCPU, ResizePerfTest,
Combine(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(0.0),
Values(cv::compile_args(CORE_CPU))));
INSTANTIATE_TEST_CASE_P(ResizeFxFyPerfTestCPU, ResizeFxFyPerfTest,
Combine(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(0.0),
Values(cv::compile_args(CORE_CPU))));
}
@@ -7,114 +7,196 @@
#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(CV_8UC1, CV_8UC3),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_16S, CV_32F)));
class AbsExact : public Wrappable<AbsExact>
{
public:
AbsExact() {}
bool operator() (const cv::Mat& in1, const cv::Mat& in2) const { return cv::countNonZero(in1 != in2) == 0; }
private:
};
INSTANTIATE_TEST_CASE_P(SepFilterPerfTestCPU_other, SepFilterPerfTest,
Combine(Values(CV_16UC1, CV_16SC1, CV_32FC1),
Values(3),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_32F)));
class AbsTolerance : public Wrappable<AbsTolerance>
{
public:
AbsTolerance(double tol) : _tol(tol) {}
bool operator() (const cv::Mat& in1, const cv::Mat& in2) const
{
cv::Mat absDiff; cv::absdiff(in1, in2, absDiff);
return cv::countNonZero(absDiff > _tol) == 0;
}
private:
double _tol;
};
INSTANTIATE_TEST_CASE_P(Filter2DPerfTestCPU, Filter2DPerfTest,
Combine(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)));
INSTANTIATE_TEST_CASE_P(BoxFilterPerfTestCPU, BoxFilterPerfTest,
Combine(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(0.0)));
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(BlurPerfTestCPU, BlurPerfTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(cv::BORDER_DEFAULT),
Values(0.0)));
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(GaussianBlurPerfTestCPU, GaussianBlurPerfTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p)));
INSTANTIATE_TEST_CASE_P(MedianBlurPerfTestCPU, MedianBlurPerfTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p)));
INSTANTIATE_TEST_CASE_P(ErodePerfTestCPU, ErodePerfTest,
Combine(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)));
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(Erode3x3PerfTestCPU, Erode3x3PerfTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(1,2,4)));
INSTANTIATE_TEST_CASE_P(BoxFilterPerfTestCPU, BoxFilterPerfTest,
Combine(Values(AbsTolerance(1e-6).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(DilatePerfTestCPU, DilatePerfTest,
Combine(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)));
INSTANTIATE_TEST_CASE_P(BlurPerfTestCPU, BlurPerfTest,
Combine(Values(AbsTolerance(1e-6).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(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(szVGA, sz720p, sz1080p),
Values(1,2,4)));
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(SobelPerfTestCPU, SobelPerfTest,
Combine(Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
Values(3, 5),
Values(szVGA, sz720p, sz1080p),
Values(-1, CV_32F),
Values(0, 1),
Values(1, 2)));
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(-1, CV_32F),
Values(0, 1),
Values(1, 2),
Values(cv::compile_args(IMGPROC_CPU))));
INSTANTIATE_TEST_CASE_P(CannyPerfTestCPU, CannyPerfTest,
Combine(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)));
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(EqHistPerfTestCPU, EqHistPerfTest, Values(szVGA, sz720p, sz1080p));
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(RGB2GrayPerfTestCPU, RGB2GrayPerfTest, Values(szVGA, sz720p, sz1080p));
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, Values(szVGA, sz720p, sz1080p));
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, Values(szVGA, sz720p, sz1080p));
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, Values(szVGA, sz720p, sz1080p));
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(RGB2LabPerfTestCPU, RGB2LabPerfTest, Values(szVGA, sz720p, sz1080p));
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, Values(szVGA, sz720p, sz1080p));
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, Values(szVGA, sz720p, sz1080p));
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, Values(szVGA, sz720p, sz1080p));
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, Values(szVGA, sz720p, sz1080p));
INSTANTIATE_TEST_CASE_P(YUV2BGRPerfTestCPU, YUV2BGRPerfTest,
Combine(Values(AbsExact().to_compare_f()),
Values(szVGA, sz720p, sz1080p),
Values(cv::compile_args(IMGPROC_CPU))));
}