Open Source Computer Vision Library https://opencv.org/
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#include "perf_precomp.hpp"
#ifdef HAVE_CUDA
//////////////////////////////////////////////////////////////////////
// TransformPoints
GPU_PERF_TEST_1(TransformPoints, cv::gpu::DeviceInfo)
{
cv::gpu::DeviceInfo devInfo = GetParam();
cv::gpu::setDevice(devInfo.deviceID());
cv::Mat src_host(1, 10000, CV_32FC3);
declare.in(src_host, WARMUP_RNG);
cv::gpu::GpuMat src(src_host);
cv::gpu::GpuMat dst;
TEST_CYCLE()
{
cv::gpu::transformPoints(src, cv::Mat::ones(1, 3, CV_32FC1), cv::Mat::ones(1, 3, CV_32FC1), dst);
}
}
INSTANTIATE_TEST_CASE_P(Calib3D, TransformPoints, ALL_DEVICES);
//////////////////////////////////////////////////////////////////////
// ProjectPoints
GPU_PERF_TEST_1(ProjectPoints, cv::gpu::DeviceInfo)
{
cv::gpu::DeviceInfo devInfo = GetParam();
cv::gpu::setDevice(devInfo.deviceID());
cv::Mat src_host(1, 10000, CV_32FC3);
declare.in(src_host, WARMUP_RNG);
cv::gpu::GpuMat src(src_host);
cv::gpu::GpuMat dst;
TEST_CYCLE()
{
cv::gpu::projectPoints(src, cv::Mat::ones(1, 3, CV_32FC1), cv::Mat::ones(1, 3, CV_32FC1), cv::Mat::ones(3, 3, CV_32FC1), cv::Mat(), dst);
}
}
INSTANTIATE_TEST_CASE_P(Calib3D, ProjectPoints, ALL_DEVICES);
//////////////////////////////////////////////////////////////////////
// SolvePnPRansac
GPU_PERF_TEST_1(SolvePnPRansac, cv::gpu::DeviceInfo)
{
cv::gpu::DeviceInfo devInfo = GetParam();
cv::gpu::setDevice(devInfo.deviceID());
cv::Mat object(1, 10000, CV_32FC3);
cv::Mat image(1, 10000, CV_32FC2);
declare.in(object, image, WARMUP_RNG);
cv::Mat rvec, tvec;
declare.time(3.0);
TEST_CYCLE()
{
cv::gpu::solvePnPRansac(object, image, cv::Mat::ones(3, 3, CV_32FC1), cv::Mat(1, 8, CV_32F, cv::Scalar::all(0)), rvec, tvec);
}
}
INSTANTIATE_TEST_CASE_P(Calib3D, SolvePnPRansac, ALL_DEVICES);
//////////////////////////////////////////////////////////////////////
// StereoBM
GPU_PERF_TEST_1(StereoBM, cv::gpu::DeviceInfo)
{
cv::gpu::DeviceInfo devInfo = GetParam();
cv::gpu::setDevice(devInfo.deviceID());
cv::Mat img_l_host = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE);
cv::Mat img_r_host = readImage("gpu/perf/aloeR.jpg", cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(img_l_host.empty());
ASSERT_FALSE(img_r_host.empty());
cv::gpu::GpuMat img_l(img_l_host);
cv::gpu::GpuMat img_r(img_r_host);
cv::gpu::GpuMat dst;
cv::gpu::StereoBM_GPU bm(0, 256);
declare.time(5.0);
TEST_CYCLE()
{
bm(img_l, img_r, dst);
}
}
INSTANTIATE_TEST_CASE_P(Calib3D, StereoBM, ALL_DEVICES);
//////////////////////////////////////////////////////////////////////
// StereoBeliefPropagation
GPU_PERF_TEST_1(StereoBeliefPropagation, cv::gpu::DeviceInfo)
{
cv::gpu::DeviceInfo devInfo = GetParam();
cv::gpu::setDevice(devInfo.deviceID());
cv::Mat img_l_host = readImage("gpu/stereobp/aloe-L.png");
cv::Mat img_r_host = readImage("gpu/stereobp/aloe-R.png");
ASSERT_FALSE(img_l_host.empty());
ASSERT_FALSE(img_r_host.empty());
cv::gpu::GpuMat img_l(img_l_host);
cv::gpu::GpuMat img_r(img_r_host);
cv::gpu::GpuMat dst;
cv::gpu::StereoBeliefPropagation bp(64);
declare.time(10.0);
TEST_CYCLE()
{
bp(img_l, img_r, dst);
}
}
INSTANTIATE_TEST_CASE_P(Calib3D, StereoBeliefPropagation, ALL_DEVICES);
//////////////////////////////////////////////////////////////////////
// StereoConstantSpaceBP
GPU_PERF_TEST_1(StereoConstantSpaceBP, cv::gpu::DeviceInfo)
{
cv::gpu::DeviceInfo devInfo = GetParam();
cv::gpu::setDevice(devInfo.deviceID());
cv::Mat img_l_host = readImage("gpu/stereobm/aloe-L.png", cv::IMREAD_GRAYSCALE);
cv::Mat img_r_host = readImage("gpu/stereobm/aloe-R.png", cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(img_l_host.empty());
ASSERT_FALSE(img_r_host.empty());
cv::gpu::GpuMat img_l(img_l_host);
cv::gpu::GpuMat img_r(img_r_host);
cv::gpu::GpuMat dst;
cv::gpu::StereoConstantSpaceBP bp(128);
declare.time(10.0);
TEST_CYCLE()
{
bp(img_l, img_r, dst);
}
}
INSTANTIATE_TEST_CASE_P(Calib3D, StereoConstantSpaceBP, ALL_DEVICES);
//////////////////////////////////////////////////////////////////////
// DisparityBilateralFilter
GPU_PERF_TEST_1(DisparityBilateralFilter, cv::gpu::DeviceInfo)
{
cv::gpu::DeviceInfo devInfo = GetParam();
cv::gpu::setDevice(devInfo.deviceID());
cv::Mat img_host = readImage("gpu/stereobm/aloe-L.png", cv::IMREAD_GRAYSCALE);
cv::Mat disp_host = readImage("gpu/stereobm/aloe-disp.png", cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(img_host.empty());
ASSERT_FALSE(disp_host.empty());
cv::gpu::GpuMat img(img_host);
cv::gpu::GpuMat disp(disp_host);
cv::gpu::GpuMat dst;
cv::gpu::DisparityBilateralFilter f(128);
TEST_CYCLE()
{
f(disp, img, dst);
}
}
INSTANTIATE_TEST_CASE_P(Calib3D, DisparityBilateralFilter, ALL_DEVICES);
#endif