mirror of
https://github.com/opencv/opencv_contrib.git
synced 2025-10-20 12:55:15 +08:00
Added VOT2015 Dataset interface + VOT2015 sample cpp
This commit is contained in:
@@ -44,9 +44,15 @@
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#include <string>
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#include <string>
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#include <vector>
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#include <vector>
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#include <map>
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#include <iostream>
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#include "opencv2/datasets/dataset.hpp"
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#include "opencv2/datasets/dataset.hpp"
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#include "opencv2/datasets/util.hpp"
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#include "opencv2/datasets/util.hpp"
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#include <opencv2/highgui.hpp>
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#include <opencv2/core.hpp>
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#include <sys/stat.h>
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using namespace std;
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using namespace std;
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@@ -55,6 +55,8 @@ using namespace std;
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using namespace cv;
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using namespace cv;
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using namespace cv::datasets;
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using namespace cv::datasets;
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#define DATASET_ID 1
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int main(int argc, char *argv[])
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int main(int argc, char *argv[])
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{
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{
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const char *keys =
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const char *keys =
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@@ -72,18 +74,18 @@ int main(int argc, char *argv[])
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}
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}
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Ptr<TRACK_vot> dataset = TRACK_vot::create();
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Ptr<TRACK_vot> dataset = TRACK_vot::create();
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dataset->load(path);
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dataset->load("D:/opencv/VOT 2015");
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printf("Datasets number: %d\n", dataset->getDatasetsNum());
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printf("Datasets number: %d\n", dataset->getDatasetsNum());
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for (int i = 1; i <= dataset->getDatasetsNum(); i++)
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for (int i = 1; i <= dataset->getDatasetsNum(); i++)
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printf("\tDataset #%d size: %d\n", i, dataset->getDatasetLength(i));
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printf("\tDataset #%d size: %d\n", i, dataset->getDatasetLength(i));
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dataset->initDataset(datasetID);
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dataset->initDataset(DATASET_ID);
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for (int i = 0; i < dataset->getDatasetLength(datasetID); i++)
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for (int i = 0; i < dataset->getDatasetLength(DATASET_ID); i++)
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{
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{
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Mat frame;
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Mat frame;
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if (!dataset->getNextFrame(frame))
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dataset->getNextFrame(frame);
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break;
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//Draw Ground Truth BB
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//Draw Ground Truth BB
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vector <Point2d> gtPoints = dataset->getGT();
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vector <Point2d> gtPoints = dataset->getGT();
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for (int j = 0; j < (int)(gtPoints.size()-1); j++)
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for (int j = 0; j < (int)(gtPoints.size()-1); j++)
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@@ -41,14 +41,11 @@
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#include "opencv2/datasets/track_vot.hpp"
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#include "opencv2/datasets/track_vot.hpp"
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#include <sys/stat.h>
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#include <opencv2/core.hpp>
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#include <opencv2/highgui.hpp>
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using namespace std;
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using namespace std;
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namespace cv
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namespace cv
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{
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{
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namespace datasets
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namespace datasets
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{
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{
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@@ -58,6 +55,7 @@ namespace cv
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//Constructor
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//Constructor
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TRACK_votImpl()
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TRACK_votImpl()
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{
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{
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activeDatasetID = 1;
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activeDatasetID = 1;
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frameCounter = 0;
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frameCounter = 0;
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}
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}
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@@ -67,7 +65,6 @@ namespace cv
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//Load Dataset
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//Load Dataset
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virtual void load(const string &path);
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virtual void load(const string &path);
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protected:
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virtual int getDatasetsNum();
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virtual int getDatasetsNum();
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virtual int getDatasetLength(int id);
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virtual int getDatasetLength(int id);
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@@ -78,6 +75,7 @@ namespace cv
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virtual vector <Point2d> getGT();
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virtual vector <Point2d> getGT();
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private:
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void loadDataset(const string &path);
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void loadDataset(const string &path);
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string numberToString(int number);
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string numberToString(int number);
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@@ -109,8 +107,8 @@ namespace cv
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void TRACK_votImpl::loadDataset(const string &rootPath)
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void TRACK_votImpl::loadDataset(const string &rootPath)
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{
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{
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string nameListPath = rootPath + "/list.txt";
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ifstream namesList(rootPath + "/list.txt");
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ifstream namesList(nameListPath.c_str());
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//ifstream lengthsList(rootPath + "/lengths.txt");
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vector <int> datasetsLengths;
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vector <int> datasetsLengths;
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string datasetName;
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string datasetName;
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@@ -128,16 +126,15 @@ namespace cv
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Ptr<TRACK_votObj> currDataset(new TRACK_votObj);
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Ptr<TRACK_votObj> currDataset(new TRACK_votObj);
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//Open dataset's ground truth file
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//Open dataset's ground truth file
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string gtListPath = rootPath + "/" + datasetName + "/groundtruth.txt";
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ifstream gtList(rootPath + "/" + datasetName + "/groundtruth.txt");
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ifstream gtList(gtListPath.c_str());
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if (!gtList.is_open())
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if (!gtList.is_open())
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printf("Error to open groundtruth.txt!!!");
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cout << "Error to open groundtruth.txt!!!";
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//Make a list of datasets lengths
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//Make a list of datasets lengths
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int currFrameID = 1;
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int currFrameID = 1;
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if (currDatasetID == 0)
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if (currDatasetID == 0)
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printf("VOT 2015 Dataset Initialization...\n");
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cout << "VOT 2015 Dataset Initialization...\n";
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bool trFLG = true;
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do
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do
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{
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{
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currFrameID++;
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currFrameID++;
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@@ -166,7 +163,7 @@ namespace cv
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//Add object to storage
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//Add object to storage
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objects.push_back(currObj);
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objects.push_back(currObj);
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} while (trFLG);
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} while (true);
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datasetsLengths.push_back(currFrameID-1);
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datasetsLengths.push_back(currFrameID-1);
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data.push_back(objects);
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data.push_back(objects);
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@@ -174,7 +171,7 @@ namespace cv
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}
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}
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else
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else
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{
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{
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printf("Couldn't find a *list.txt* in VOT 2015 folder!!!");
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cout << rootPath + "Couldn't find a *list.txt* in VOT 2015 folder!!!";
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}
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}
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namesList.close();
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namesList.close();
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@@ -183,16 +180,16 @@ namespace cv
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int TRACK_votImpl::getDatasetsNum()
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int TRACK_votImpl::getDatasetsNum()
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{
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{
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return (int)(data.size());
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return data.size();
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}
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}
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int TRACK_votImpl::getDatasetLength(int id)
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int TRACK_votImpl::getDatasetLength(int id)
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{
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{
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if (id > 0 && id <= (int)data.size())
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if (id > 0 && id <= (int)data.size())
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return (int)(data[id - 1].size());
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return data[id - 1].size();
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else
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else
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{
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{
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printf("Dataset ID is out of range...\nAllowed IDs are: 1~%d\n", (int)data.size());
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cout << "Dataset ID is out of range...\n " << "Allowed IDs are: 1~" << (int)data.size() << endl;
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return -1;
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return -1;
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}
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}
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}
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}
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@@ -206,17 +203,14 @@ namespace cv
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}
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}
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else
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else
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{
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{
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printf("Dataset ID is out of range...\nAllowed IDs are: 1~%d\n", (int)data.size());
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cout << "Dataset ID is out of range...\n " << "Allowed IDs are: 1~" << (int)data.size() << endl;
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return false;
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return false;
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}
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}
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}
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}
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bool TRACK_votImpl::getNextFrame(Mat &frame)
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bool TRACK_votImpl::getNextFrame(Mat &frame)
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{
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{
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if (frameCounter >= (int)data[activeDatasetID - 1].size())
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frame = imread(data[activeDatasetID - 1][frameCounter]->imagePath);
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return false;
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string imgPath = data[activeDatasetID - 1][frameCounter]->imagePath;
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frame = imread(imgPath);
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frameCounter++;
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frameCounter++;
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return !frame.empty();
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return !frame.empty();
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}
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}
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@@ -234,3 +228,4 @@ namespace cv
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}
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}
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}
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}
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