#include "perf_precomp.hpp" #ifdef HAVE_CUDA /////////////////////////////////////////////////////////////// // HOG GPU_PERF_TEST_1(HOG, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img_host = readImage("gpu/hog/road.png", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img_host.empty()); cv::gpu::GpuMat img(img_host); std::vector found_locations; cv::gpu::HOGDescriptor hog; hog.setSVMDetector(cv::gpu::HOGDescriptor::getDefaultPeopleDetector()); hog.detectMultiScale(img, found_locations); TEST_CYCLE() { hog.detectMultiScale(img, found_locations); } } INSTANTIATE_TEST_CASE_P(ObjDetect, HOG, ALL_DEVICES); /////////////////////////////////////////////////////////////// // HaarClassifier GPU_PERF_TEST_1(HaarClassifier, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img_host = readImage("gpu/haarcascade/group_1_640x480_VGA.pgm", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img_host.empty()); cv::gpu::CascadeClassifier_GPU cascade; ASSERT_TRUE(cascade.load(perf::TestBase::getDataPath("gpu/perf/haarcascade_frontalface_alt.xml"))); cv::gpu::GpuMat img(img_host); cv::gpu::GpuMat objects_buffer; cascade.detectMultiScale(img, objects_buffer); TEST_CYCLE() { cascade.detectMultiScale(img, objects_buffer); } } INSTANTIATE_TEST_CASE_P(ObjDetect, HaarClassifier, ALL_DEVICES); #endif