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#include <opencv2/opencv.hpp> | ||
#include <opencv2/tracking.hpp> | ||
#include <opencv2/core.hpp> | ||
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using namespace cv; | ||
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class CVTracker { | ||
public: | ||
std::string trackerType; | ||
Ptr<Tracker> tracker; | ||
Rect2d bbox; | ||
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CVTracker(); | ||
Ptr<Tracker> select_tracker(std::string trackerType); | ||
bool initTracker(Rect2d bbox, Mat &frame); | ||
bool trackFrame(Mat &frame); | ||
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}; |
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#include "../include/CVTracker.h" | ||
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using namespace cv; | ||
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CVTracker::CVTracker(){ | ||
// List of tracker types in OpenCV 3.4.1 | ||
std::string trackerTypes[8] = {"BOOSTING", "MIL", "KCF", "TLD","MEDIANFLOW", "GOTURN", "MOSSE", "CSRT"}; | ||
// vector <string> trackerTypes(types, std::end(types)); | ||
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// Create a tracker | ||
trackerType = trackerTypes[2]; | ||
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tracker = select_tracker(trackerType); | ||
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} | ||
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Ptr<Tracker> CVTracker::select_tracker(std::string trackerType){ | ||
Ptr<Tracker> t; | ||
#if (CV_MINOR_VERSION < 3) | ||
{ | ||
t = Tracker::create(trackerType); | ||
} | ||
#else | ||
{ | ||
if (trackerType == "BOOSTING") | ||
t = TrackerBoosting::create(); | ||
if (trackerType == "MIL") | ||
t = TrackerMIL::create(); | ||
if (trackerType == "KCF") | ||
t = TrackerKCF::create(); | ||
if (trackerType == "TLD") | ||
t = TrackerTLD::create(); | ||
if (trackerType == "MEDIANFLOW") | ||
t = TrackerMedianFlow::create(); | ||
if (trackerType == "GOTURN") | ||
t = TrackerGOTURN::create(); | ||
if (trackerType == "MOSSE") | ||
t = TrackerMOSSE::create(); | ||
if (trackerType == "CSRT") | ||
t = TrackerCSRT::create(); | ||
} | ||
#endif | ||
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return t; | ||
} | ||
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bool CVTracker::initTracker(Rect2d initial_bbox, Mat &frame){ | ||
// Rect2d bbox(287, 23, 86, 320); | ||
bbox = initial_bbox; | ||
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// Uncomment the line below to select a different bounding box | ||
// bbox = selectROI(frame, false); | ||
// Display bounding box. | ||
rectangle(frame, bbox, Scalar( 255, 0, 0 ), 2, 1 ); | ||
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tracker = select_tracker(trackerType); | ||
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tracker->init(frame, bbox); | ||
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return true; | ||
} | ||
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bool CVTracker::trackFrame(Mat &frame){ | ||
// Update the tracking result | ||
bool ok = tracker->update(frame, bbox); | ||
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if (ok) | ||
{ | ||
// Tracking success : Draw the tracked object | ||
rectangle(frame, bbox, Scalar( 255, 0, 0 ), 2, 1 ); | ||
} | ||
else | ||
{ | ||
// Tracking failure detected. | ||
putText(frame, "Tracking failure detected", Point(100,80), FONT_HERSHEY_SIMPLEX, 0.75, Scalar(0,0,255),2); | ||
} | ||
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return ok; | ||
} |
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/** | ||
* @file | ||
* @brief Source file for Example Executable (example app for libopenshot) | ||
* @author Jonathan Thomas <jonathan@openshot.org> | ||
* | ||
* @ref License | ||
*/ | ||
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/* LICENSE | ||
* | ||
* Copyright (c) 2008-2019 OpenShot Studios, LLC | ||
* <http://www.openshotstudios.com/>. This file is part of | ||
* OpenShot Library (libopenshot), an open-source project dedicated to | ||
* delivering high quality video editing and animation solutions to the | ||
* world. For more information visit <http://www.openshot.org/>. | ||
* | ||
* OpenShot Library (libopenshot) is free software: you can redistribute it | ||
* and/or modify it under the terms of the GNU Lesser General Public License | ||
* as published by the Free Software Foundation, either version 3 of the | ||
* License, or (at your option) any later version. | ||
* | ||
* OpenShot Library (libopenshot) is distributed in the hope that it will be | ||
* useful, but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
* GNU Lesser General Public License for more details. | ||
* | ||
* You should have received a copy of the GNU Lesser General Public License | ||
* along with OpenShot Library. If not, see <http://www.gnu.org/licenses/>. | ||
*/ | ||
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#include <fstream> | ||
#include <iostream> | ||
#include <memory> | ||
#include <opencv2/opencv.hpp> | ||
#include "../../include/CVTracker.h" | ||
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#include "../../include/OpenShot.h" | ||
#include "../../include/CrashHandler.h" | ||
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using namespace openshot; | ||
using namespace cv; | ||
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int main(int argc, char* argv[]) { | ||
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openshot::Settings *s = openshot::Settings::Instance(); | ||
s->HARDWARE_DECODER = 2; // 1 VA-API, 2 NVDEC, 6 VDPAU | ||
s->HW_DE_DEVICE_SET = 0; | ||
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std::string input_filepath = TEST_MEDIA_PATH; | ||
input_filepath += "Boneyard Memories.mp4"; | ||
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openshot::FFmpegReader r9(input_filepath); | ||
r9.Open(); | ||
r9.DisplayInfo(); | ||
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/* WRITER ---------------- */ | ||
openshot::FFmpegWriter w9("metadata.mp4"); | ||
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// Set options | ||
w9.SetAudioOptions(true, "libmp3lame", r9.info.sample_rate, r9.info.channels, r9.info.channel_layout, 128000); | ||
w9.SetVideoOptions(true, "libx264", r9.info.fps, 1024, 576, openshot::Fraction(1,1), false, false, 3000000); | ||
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w9.info.metadata["title"] = "testtest"; | ||
w9.info.metadata["artist"] = "aaa"; | ||
w9.info.metadata["album"] = "bbb"; | ||
w9.info.metadata["year"] = "2015"; | ||
w9.info.metadata["description"] = "ddd"; | ||
w9.info.metadata["comment"] = "eee"; | ||
w9.info.metadata["comment"] = "comment"; | ||
w9.info.metadata["copyright"] = "copyright OpenShot!"; | ||
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// Open writer | ||
w9.Open(); | ||
// opencv display window | ||
cv::namedWindow("Display Image", cv::WINDOW_NORMAL ); | ||
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CVTracker kcfTracker; | ||
bool trackerInit = false; | ||
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for (long int frame = 1100; frame <= 1500; frame++) | ||
{ | ||
//int frame_number = (rand() % 750) + 1; | ||
int frame_number = frame; | ||
std::shared_ptr<openshot::Frame> f = r9.GetFrame(frame_number); | ||
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// convert to opencv image | ||
cv::Mat cvimage = f->GetImageCV(); | ||
cvtColor(cvimage, cvimage, CV_RGB2BGR); | ||
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if(!trackerInit){ | ||
Rect2d bbox = selectROI("Display Image", cvimage); | ||
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kcfTracker.initTracker(bbox, cvimage); | ||
trackerInit = true; | ||
} | ||
else{ | ||
trackerInit = kcfTracker.trackFrame(cvimage); | ||
} | ||
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cv::imshow("Display Image", cvimage); | ||
cv::waitKey(30); | ||
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w9.WriteFrame(f); | ||
} | ||
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// Close writer & reader | ||
w9.Close(); | ||
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// Close timeline | ||
r9.Close(); | ||
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std::cout << "Completed successfully!" << std::endl; | ||
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return 0; | ||
} |