Commit fdc87172 authored by Vladimir's avatar Vladimir

Added VOT 2015 dataset support

http://www.votchallenge.net/vot2015/dataset.html
parent 1565ff10
...@@ -48,7 +48,7 @@ namespace cv ...@@ -48,7 +48,7 @@ namespace cv
{ {
namespace tld namespace tld
{ {
CV_EXPORTS cv::Rect2d tld_InitDataset(int datasetInd, const char* rootPath = "TLD_dataset"); CV_EXPORTS cv::Rect2d tld_InitDataset(int videoInd, const char* rootPath = "TLD_dataset", int datasetInd = 0);
CV_EXPORTS cv::Mat tld_getNextDatasetFrame(); CV_EXPORTS cv::Mat tld_getNextDatasetFrame();
} }
} }
......
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#include "precomp.hpp"
namespace cv {
// constructor
MultiTracker::MultiTracker(const String& trackerType):defaultAlgorithm(trackerType){};
// destructor
MultiTracker::~MultiTracker(){};
// add an object to be tracked, defaultAlgorithm is used
bool MultiTracker::add(const Mat& image, const Rect2d& boundingBox){
// quit if defaultAlgorithm has not been configured
if(defaultAlgorithm==""){
printf("Default algorithm was not defined!\n");
return false;
}
// add a new tracked object
return add(defaultAlgorithm.c_str(), image, boundingBox);
};
// add a new tracked object
bool MultiTracker::add( const String& trackerType, const Mat& image, const Rect2d& boundingBox ){
// declare a new tracker
Ptr<Tracker> newTracker = Tracker::create( trackerType );
// add the created tracker algorithm to the trackers list
trackerList.push_back(newTracker);
// add the ROI to the bounding box list
objects.push_back(boundingBox);
// initialize the created tracker
return trackerList.back()->init(image, boundingBox);
};
// add a set of objects to be tracked
bool MultiTracker::add(const String& trackerType, const Mat& image, std::vector<Rect2d> boundingBox){
// status of the tracker addition
bool stat=false;
// add tracker for all input objects
for(unsigned i =0;i<boundingBox.size();i++){
stat=add(trackerType,image,boundingBox[i]);
if(!stat)break;
}
// return the status
return stat;
};
// add a set of object to be tracked, defaultAlgorithm is used.
bool MultiTracker::add(const Mat& image, std::vector<Rect2d> boundingBox){
// quit if defaultAlgorithm has not been configured
if(defaultAlgorithm==""){
printf("Default algorithm was not defined!\n");
return false;
}
return add(defaultAlgorithm.c_str(), image, boundingBox);
};
// update position of the tracked objects, the result is stored in internal storage
bool MultiTracker::update( const Mat& image){
for(unsigned i=0;i< trackerList.size(); i++){
trackerList[i]->update(image, objects[i]);
}
return true;
};
// update position of the tracked objects, the result is copied to external variable
bool MultiTracker::update( const Mat& image, std::vector<Rect2d> & boundingBox ){
update(image);
boundingBox=objects;
return true;
};
} /* namespace cv */
\ No newline at end of file
...@@ -48,70 +48,105 @@ namespace cv ...@@ -48,70 +48,105 @@ namespace cv
char tldRootPath[100]; char tldRootPath[100];
int frameNum = 0; int frameNum = 0;
bool flagPNG = false; bool flagPNG = false;
bool flagVOT = false;
cv::Rect2d tld_InitDataset(int datasetInd,const char* rootPath) //TLD Dataset Parameters
char* tldFolderName[10] = {
"01_david",
"02_jumping",
"03_pedestrian1",
"04_pedestrian2",
"05_pedestrian3",
"06_car",
"07_motocross",
"08_volkswagen",
"09_carchase",
"10_panda"
};
char* votFolderName[60] = {
"bag", "ball1", "ball2", "basketball", "birds1", "birds2", "blanket", "bmx", "bolt1", "bolt2",
"book", "butterfly", "car1", "car2", "crossing", "dinosaur", "fernando", "fish1", "fish2", "fish3",
"fish4", "girl", "glove", "godfather", "graduate", "gymnastics1", "gymnastics2 ", "gymnastics3", "gymnastics4", "hand",
"handball1", "handball2", "helicopter", "iceskater1", "iceskater2", "leaves", "marching", "matrix", "motocross1", "motocross2",
"nature", "octopus", "pedestrian1", "pedestrian2", "rabbit", "racing", "road", "shaking", "sheep", "singer1",
"singer2", "singer3", "soccer1", "soccer2", "soldier", "sphere", "tiger", "traffic", "tunnel", "wiper"
};
Rect2d tldInitBB[10] = {
Rect2d(165, 183, 51, 54), Rect2d(147, 110, 33, 32), Rect2d(47, 51, 21, 36), Rect2d(130, 134, 21, 53), Rect2d(154, 102, 24, 52),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(337, 219, 54, 37), Rect2d(58, 100, 27, 22)
};
Rect2d votInitBB[60] = {
Rect2d(142, 125, 90, 39), Rect2d(490, 400, 40, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(225, 175, 50, 50), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(560, 460, 50, 100),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
Rect2d(142, 125, 90, 39), Rect2d(290, 43, 23, 40), Rect2d(273, 77, 27, 25), Rect2d(145, 84, 54, 37), Rect2d(58, 100, 27, 22),
};
int tldFrameOffset[10] = { 100, 1, 1, 1, 1, 1, 1, 1, 1, 1 };
int votFrameOffset[60] = {
1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1
};
bool tldFlagPNG[10] = { 0, 0, 0, 0, 0, 0, 1, 0, 0, 0 };
bool votFlagPNG[60] = {
0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
};
cv::Rect2d tld_InitDataset(int videoInd, const char* rootPath, int datasetInd)
{ {
char* folderName = (char *)""; char* folderName = (char *)"";
int x = 0; int x, y, w, h;
int y = 0;
int w = 0; //Index range
int h = 0; // 1-10 TLD Dataset
flagPNG = false; // 1-60 VOT 2015 Dataset
int id = videoInd - 1;
frameNum = 1;
if (datasetInd == 0)
if (datasetInd == 1) { {
folderName = (char *)"01_david"; folderName = tldFolderName[id];
x = 165, y = 83; x = tldInitBB[id].x;
w = 51; h = 54; y = tldInitBB[id].y;
frameNum = 100; w = tldInitBB[id].width;
} h = tldInitBB[id].height;
if (datasetInd == 2) { frameNum = tldFrameOffset[id];
folderName = (char *)"02_jumping"; flagPNG = tldFlagPNG[id];
x = 147, y = 110; flagVOT = false;
w = 33; h = 32;
}
if (datasetInd == 3) {
folderName = (char *)"03_pedestrian1";
x = 47, y = 51;
w = 21; h = 36;
}
if (datasetInd == 4) {
folderName = (char *)"04_pedestrian2";
x = 130, y = 134;
w = 21; h = 53;
}
if (datasetInd == 5) {
folderName = (char *)"05_pedestrian3";
x = 154, y = 102;
w = 24; h = 52;
}
if (datasetInd == 6) {
folderName = (char *)"06_car";
x = 142, y = 125;
w = 90; h = 39;
}
if (datasetInd == 7) {
folderName = (char *)"07_motocross";
x = 290, y = 43;
w = 23; h = 40;
flagPNG = true;
}
if (datasetInd == 8) {
folderName = (char *)"08_volkswagen";
x = 273, y = 77;
w = 27; h = 25;
}
if (datasetInd == 9) {
folderName = (char *)"09_carchase";
x = 145, y = 84;
w = 54; h = 37;
}
if (datasetInd == 10){
folderName = (char *)"10_panda";
x = 58, y = 100;
w = 27; h = 22;
} }
if (datasetInd == 1)
{
folderName = votFolderName[id];
x = votInitBB[id].x;
y = votInitBB[id].y;
w = votInitBB[id].width;
h = votInitBB[id].height;
frameNum = votFrameOffset[id];
flagPNG = votFlagPNG[id];
flagVOT = true;
}
strcpy(tldRootPath, rootPath); strcpy(tldRootPath, rootPath);
strcat(tldRootPath, "\\"); strcat(tldRootPath, "\\");
...@@ -127,6 +162,8 @@ namespace cv ...@@ -127,6 +162,8 @@ namespace cv
char numStr[10]; char numStr[10];
strcpy(fullPath, tldRootPath); strcpy(fullPath, tldRootPath);
strcat(fullPath, "\\"); strcat(fullPath, "\\");
if (flagVOT)
strcat(fullPath, "000");
if (frameNum < 10) strcat(fullPath, "0000"); if (frameNum < 10) strcat(fullPath, "0000");
else if (frameNum < 100) strcat(fullPath, "000"); else if (frameNum < 100) strcat(fullPath, "000");
else if (frameNum < 1000) strcat(fullPath, "00"); else if (frameNum < 1000) strcat(fullPath, "00");
......
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