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3rdparty/opencv-4.5.4/modules/objdetect/perf/opencl/perf_cascades.cpp 1.93 KB
f4334277   Hu Chunming   提交3rdparty
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  #include "../perf_precomp.hpp"
  #include <opencv2/imgproc.hpp>
  
  #include "opencv2/ts/ocl_perf.hpp"
  
  namespace opencv_test
  {
  using namespace perf;
  
  typedef tuple<std::string, std::string, int> Cascade_Image_MinSize_t;
  typedef perf::TestBaseWithParam<Cascade_Image_MinSize_t> Cascade_Image_MinSize;
  
  #ifdef HAVE_OPENCL
  
  OCL_PERF_TEST_P(Cascade_Image_MinSize, CascadeClassifier,
                   testing::Combine(
                      testing::Values( string("cv/cascadeandhog/cascades/haarcascade_frontalface_alt.xml"),
                                       string("cv/cascadeandhog/cascades/haarcascade_frontalface_alt2.xml"),
                                       string("cv/cascadeandhog/cascades/lbpcascade_frontalface.xml") ),
                      testing::Values( string("cv/shared/lena.png"),
                                       string("cv/cascadeandhog/images/bttf301.png"),
                                       string("cv/cascadeandhog/images/class57.png") ),
                      testing::Values(30, 64, 90) ) )
  {
      const string cascadePath = get<0>(GetParam());
      const string imagePath   = get<1>(GetParam());
      int min_size = get<2>(GetParam());
      Size minSize(min_size, min_size);
  
      CascadeClassifier cc( getDataPath(cascadePath) );
      if (cc.empty())
          FAIL() << "Can't load cascade file: " << getDataPath(cascadePath);
  
      Mat img = imread(getDataPath(imagePath), IMREAD_GRAYSCALE);
      if (img.empty())
          FAIL() << "Can't load source image: " << getDataPath(imagePath);
  
      vector<Rect> faces;
  
      equalizeHist(img, img);
      declare.in(img).time(60);
  
      UMat uimg = img.getUMat(ACCESS_READ);
  
      while(next())
      {
          faces.clear();
          cvtest::ocl::perf::safeFinish();
  
          startTimer();
          cc.detectMultiScale(uimg, faces, 1.1, 3, 0, minSize);
          stopTimer();
      }
  
      sort(faces.begin(), faces.end(), comparators::RectLess());
      SANITY_CHECK(faces, min_size/5);
  }
  
  #endif //HAVE_OPENCL
  
  } // namespace