diff --git a/samples/tapi/hog.cpp b/samples/tapi/hog.cpp index 389e1e5bef..62d7aa44b7 100644 --- a/samples/tapi/hog.cpp +++ b/samples/tapi/hog.cpp @@ -44,6 +44,8 @@ private: //Args args; bool running; bool make_gray; + bool use_ocl; + bool ocl_switch; double scale; double resize_scale; int win_width; @@ -134,6 +136,9 @@ App::App(CommandLineParser& cmd) gamma_corr = true; write_once = false; + use_ocl = ocl::useOpenCL(); + ocl_switch = true; + cout << "Group threshold: " << gr_threshold << endl; cout << "Levels number: " << nlevels << endl; cout << "Win width: " << win_width << endl; @@ -155,7 +160,6 @@ void App::run() HOGDescriptor hog(win_size, Size(16, 16), Size(8, 8), Size(8, 8), 9, 1, -1, HOGDescriptor::L2Hys, 0.2, gamma_corr, cv::HOGDescriptor::DEFAULT_NLEVELS); - hog.setSVMDetector( HOGDescriptor::getDaimlerPeopleDetector() ); while (running) { @@ -187,13 +191,17 @@ void App::run() throw runtime_error(string("can't open image file: " + img_source)); } - UMat img_aux, img; Mat img_to_show; // Iterate over all frames while (running && !frame.empty()) { workBegin(); + if(ocl_switch){ + hog.setSVMDetector( HOGDescriptor::getDaimlerPeopleDetector() ); + ocl_switch = false; + } + UMat img_aux, img; // Change format of the image if (make_gray) cvtColor(frame, img_aux, COLOR_BGR2GRAY ); @@ -213,8 +221,12 @@ void App::run() // Perform HOG classification hogWorkBegin(); - hog.detectMultiScale(img.getMat(ACCESS_READ), found, hit_threshold, win_stride, - Size(0, 0), scale, gr_threshold); + if(use_ocl) + hog.detectMultiScale(img, found, hit_threshold, win_stride, + Size(0, 0), scale, gr_threshold); + else + hog.detectMultiScale(img.getMat(ACCESS_READ), found, hit_threshold, win_stride, + Size(0, 0), scale, gr_threshold); hogWorkEnd(); @@ -225,7 +237,7 @@ void App::run() rectangle(img_to_show, r.tl(), r.br(), Scalar(0, 255, 0), 3); } - putText(img_to_show, "Mode: CPU", Point(5, 25), FONT_HERSHEY_SIMPLEX, 1., Scalar(255, 100, 0), 2); + putText(img_to_show, use_ocl ? "Mode: OpenCL" : "Mode: CPU", Point(5, 25), FONT_HERSHEY_SIMPLEX, 1., Scalar(255, 100, 0), 2); putText(img_to_show, "FPS (HOG only): " + hogWorkFps(), Point(5, 65), FONT_HERSHEY_SIMPLEX, 1., Scalar(255, 100, 0), 2); putText(img_to_show, "FPS (total): " + workFps(), Point(5, 105), FONT_HERSHEY_SIMPLEX, 1., Scalar(255, 100, 0), 2); imshow("opencv_hog", img_to_show); @@ -272,7 +284,9 @@ void App::handleKey(char key) case 'm': case 'M': ocl::setUseOpenCL(!cv::ocl::useOpenCL()); - cout << "Switched to " << (ocl::useOpenCL() ? "OpenCL enabled" : "CPU") << " mode\n"; + ocl_switch = true; + use_ocl = ocl::useOpenCL(); + cout << "Switched to " << (use_ocl ? "OpenCL enabled" : "CPU") << " mode\n"; break; case 'g': case 'G':