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@ -39,17 +39,21 @@ |
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//
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//M*/
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#include "opencv2/datasets/track_vot.hpp" |
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#include <opencv2/core/utility.hpp> |
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#include <opencv2/tracking.hpp> |
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#include <opencv2/videoio.hpp> |
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#include <opencv2/highgui.hpp> |
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#include <opencv2/imgproc.hpp> |
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#include <iostream> |
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using namespace std; |
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using namespace cv; |
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using namespace cv::datasets; |
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#define NUM_TEST_FRAMES 100 |
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#define TEST_VIDEO_INDEX 7 //TLD Dataset Video Index from 1-10
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#define NUM_TEST_FRAMES 300 |
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#define TEST_VIDEO_INDEX 1 //TLD Dataset Video Index from 1-10
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//#define RECORD_VIDEO_FLG
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static Mat image; |
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@ -58,6 +62,12 @@ static bool paused; |
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static bool selectObject = false; |
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static bool startSelection = false; |
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static const char* keys = |
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{ "{@tracker_algorithm | | Tracker algorithm }" |
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"{@dataset_path |true| Dataset path }" |
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"{@dataset_id |1| Dataset path }" |
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}; |
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static void onMouse(int event, int x, int y, int, void*) |
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{ |
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if (!selectObject) |
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@ -93,19 +103,43 @@ static void onMouse(int event, int x, int y, int, void*) |
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} |
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} |
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int main() |
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static void help() |
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{ |
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cout << "\nThis example shows the functionality of \"Long-term optical tracking API\"" |
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"-- pause video [p] and draw a bounding box around the target to start the tracker\n" |
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"Example of <video_name> is in opencv_extra/testdata/cv/tracking/\n" |
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"Call:\n" |
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"./tracker <tracker_algorithm> <video_name> <start_frame> [<bounding_frame>]\n" |
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<< endl; |
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cout << "\n\nHot keys: \n" |
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"\tq - quit the program\n" |
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"\tp - pause video\n"; |
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} |
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int main(int argc, char *argv[]) |
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{ |
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//
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// "MIL", "BOOSTING", "MEDIANFLOW", "TLD"
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//
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string tracker_algorithm_name = "TLD"; |
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CommandLineParser parser(argc, argv, keys); |
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string tracker_algorithm = parser.get<string>(0); |
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string datasetRootPath = parser.get<string>(1); |
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int datasetID = parser.get<int>(2); |
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if (tracker_algorithm.empty() || datasetRootPath.empty()) |
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{ |
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help(); |
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return -1; |
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} |
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cout << tracker_algorithm << endl; |
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cout << datasetRootPath << endl; |
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cout << datasetID << endl; |
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Mat frame; |
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paused = false; |
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namedWindow("Tracking API", 0); |
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setMouseCallback("Tracking API", onMouse, 0); |
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Ptr<Tracker> tracker = Tracker::create(tracker_algorithm_name); |
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//Create Tracker
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Ptr<Tracker> tracker = Tracker::create(tracker_algorithm); |
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if (tracker == NULL) |
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{ |
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cout << "***Error in the instantiation of the tracker...***\n"; |
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@ -113,107 +147,74 @@ int main() |
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return 0; |
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} |
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//Get the first frame
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////Open the capture
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// VideoCapture cap(0);
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// if( !cap.isOpened() )
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// {
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// cout << "Video stream error";
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// return;
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// }
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//cap >> frame;
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//From TLD dataset
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selectObject = true; |
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boundingBox = tld::tld_InitDataset(TEST_VIDEO_INDEX, "D:/opencv/TLD_dataset"); |
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frame = tld::tld_getNextDatasetFrame(); |
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frame.copyTo(image); |
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// Setup output video
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#ifdef RECORD_VIDEO_FLG |
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String outputFilename = "test.avi"; |
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VideoWriter outputVideo; |
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outputVideo.open(outputFilename, -1, 30, Size(image.cols, image.rows)); |
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//Init Dataset
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Ptr<TRACK_vot> dataset = TRACK_vot::create(); |
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dataset->load(datasetRootPath); |
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dataset->initDataset(datasetID); |
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if (!outputVideo.isOpened()) |
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{ |
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std::cout << "!!! Output video could not be opened" << std::endl; |
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getchar(); |
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return; |
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} |
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#endif |
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//Read first frame
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dataset->getNextFrame(frame); |
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frame.copyTo(image); |
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rectangle(image, boundingBox, Scalar(255, 0, 0), 2, 1); |
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imshow("Tracking API", image); |
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bool initialized = false; |
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paused = true; |
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int frameCounter = 0; |
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//Time measurment
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int64 e3 = getTickCount(); |
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for (;;) |
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{ |
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//Time measurment
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int64 e1 = getTickCount(); |
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//Frame num
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frameCounter++; |
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if (frameCounter == NUM_TEST_FRAMES) break; |
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char c = (char)waitKey(2); |
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if (c == 'q' || c == 27) |
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break; |
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if (c == 'p') |
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paused = !paused; |
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if (!paused) |
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{ |
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//cap >> frame;
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frame = tld::tld_getNextDatasetFrame(); |
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if (frame.empty()) |
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{ |
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break; |
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//Time measurment
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int64 e1 = getTickCount(); |
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if (initialized){ |
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dataset->getNextFrame(frame); |
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if (frame.empty()){ |
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break; |
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} |
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frame.copyTo(image); |
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} |
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frame.copyTo(image); |
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if (selectObject) |
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if (!initialized && selectObject) |
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{ |
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if (!initialized) |
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//initializes the tracker
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if (!tracker->init(frame, boundingBox)) |
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{ |
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//initializes the tracker
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if (!tracker->init(frame, boundingBox)) |
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{ |
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cout << "***Could not initialize tracker...***\n"; |
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return 0; |
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} |
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initialized = true; |
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rectangle(image, boundingBox, Scalar(255, 0, 0), 2, 1); |
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cout << "***Could not initialize tracker...***\n"; |
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return -1; |
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} |
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else |
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initialized = true; |
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} |
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else if (initialized) |
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{ |
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//updates the tracker
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if (tracker->update(frame, boundingBox)) |
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{ |
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//updates the tracker
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if (tracker->update(frame, boundingBox)) |
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{ |
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rectangle(image, boundingBox, Scalar(255, 0, 0), 2, 1); |
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} |
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rectangle(image, boundingBox, Scalar(255, 0, 0), 2, 1); |
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} |
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} |
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imshow("Tracking API", image); |
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#ifdef RECORD_VIDEO_FLG |
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outputVideo << image; |
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#endif |
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frameCounter++; |
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//Time measurment
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int64 e2 = getTickCount(); |
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double t1 = (e2 - e1) / getTickFrequency(); |
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cout << frameCounter << "\tframe : " << t1 * 1000.0 << "ms" << endl; |
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//waitKey(0);
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} |
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char c = (char)waitKey(2); |
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if (c == 'q') |
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break; |
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if (c == 'p') |
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paused = !paused; |
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//waitKey(0);
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} |
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//Time measurment
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