Update hog.cpp
Update according to vbystricky's comments
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7452eef6e9
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2b52bb092a
@ -44,8 +44,6 @@ private:
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//Args args;
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bool running;
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bool make_gray;
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bool use_ocl;
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bool ocl_switch;
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double scale;
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double resize_scale;
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int win_width;
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@ -136,9 +134,6 @@ App::App(CommandLineParser& cmd)
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gamma_corr = true;
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write_once = false;
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use_ocl = ocl::useOpenCL();
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ocl_switch = true;
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cout << "Group threshold: " << gr_threshold << endl;
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cout << "Levels number: " << nlevels << endl;
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cout << "Win width: " << win_width << endl;
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@ -160,6 +155,7 @@ void App::run()
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HOGDescriptor hog(win_size, Size(16, 16), Size(8, 8), Size(8, 8), 9, 1, -1,
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HOGDescriptor::L2Hys, 0.2, gamma_corr, cv::HOGDescriptor::DEFAULT_NLEVELS);
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hog.setSVMDetector( HOGDescriptor::getDaimlerPeopleDetector() );
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while (running)
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{
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@ -191,17 +187,13 @@ void App::run()
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throw runtime_error(string("can't open image file: " + img_source));
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}
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UMat img_aux, img;
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Mat img_to_show;
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// Iterate over all frames
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while (running && !frame.empty())
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{
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workBegin();
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if(ocl_switch){
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hog.setSVMDetector( HOGDescriptor::getDaimlerPeopleDetector() );
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ocl_switch = false;
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}
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UMat img_aux, img;
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// Change format of the image
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if (make_gray) cvtColor(frame, img_aux, COLOR_BGR2GRAY );
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@ -221,12 +213,8 @@ void App::run()
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// Perform HOG classification
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hogWorkBegin();
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if(use_ocl)
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hog.detectMultiScale(img, found, hit_threshold, win_stride,
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Size(0, 0), scale, gr_threshold);
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else
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hog.detectMultiScale(img.getMat(ACCESS_READ), found, hit_threshold, win_stride,
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Size(0, 0), scale, gr_threshold);
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hog.detectMultiScale(img, found, hit_threshold, win_stride,
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Size(0, 0), scale, gr_threshold);
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hogWorkEnd();
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@ -237,7 +225,7 @@ void App::run()
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rectangle(img_to_show, r.tl(), r.br(), Scalar(0, 255, 0), 3);
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}
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putText(img_to_show, use_ocl ? "Mode: OpenCL" : "Mode: CPU", Point(5, 25), FONT_HERSHEY_SIMPLEX, 1., Scalar(255, 100, 0), 2);
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putText(img_to_show, ocl::useOpenCL() ? "Mode: OpenCL" : "Mode: CPU", Point(5, 25), FONT_HERSHEY_SIMPLEX, 1., Scalar(255, 100, 0), 2);
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putText(img_to_show, "FPS (HOG only): " + hogWorkFps(), Point(5, 65), FONT_HERSHEY_SIMPLEX, 1., Scalar(255, 100, 0), 2);
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putText(img_to_show, "FPS (total): " + workFps(), Point(5, 105), FONT_HERSHEY_SIMPLEX, 1., Scalar(255, 100, 0), 2);
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imshow("opencv_hog", img_to_show);
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@ -284,9 +272,7 @@ void App::handleKey(char key)
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case 'm':
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case 'M':
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ocl::setUseOpenCL(!cv::ocl::useOpenCL());
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ocl_switch = true;
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use_ocl = ocl::useOpenCL();
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cout << "Switched to " << (use_ocl ? "OpenCL enabled" : "CPU") << " mode\n";
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cout << "Switched to " << (ocl::useOpenCL() ? "OpenCL enabled" : "CPU") << " mode\n";
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break;
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case 'g':
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case 'G':
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