Open Source Computer Vision Library https://opencv.org/
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#include "perf_precomp.hpp"
PERF_TEST_P(DevInfo, HOGDescriptor, testing::ValuesIn(devices()))
{
DeviceInfo devInfo = GetParam();
setDevice(devInfo.deviceID());
Mat img_host = readImage("gpu/hog/road.png", CV_LOAD_IMAGE_GRAYSCALE);
GpuMat img(img_host);
vector<Rect> found_locations;
declare.time(0.5).iterations(100);
gpu::HOGDescriptor hog;
hog.setSVMDetector(gpu::HOGDescriptor::getDefaultPeopleDetector());
SIMPLE_TEST_CYCLE()
{
hog.detectMultiScale(img, found_locations);
}
}