int main(int argc, char* argv[])
{
int W = 2, NSS = 8;
double base = 2.0;
if (argc < 2)
{
fprintf(stderr, "usage: work/directory/\n");
return -1;
}
srand((unsigned int)time(NULL));
DataSetVOC voc2007(argv[1]);
voc2007.loadAnnotations();
Objectness objNess(voc2007, base, W, NSS);
objNess.evaluateIJCV13();
}
void RunObjectness(CStr &resName, double base, int W, int NSS, int numPerSz)
{
srand((unsigned int)time(NULL));
DataSetVOC voc2007("C:/WkDir/DetectionProposals/VOC2007/");
voc2007.loadAnnotations();
//voc2007.loadDataGenericOverCls();
cout << "Dataset:'" << _S(voc2007.wkDir) << "' with " << voc2007.trainNum << " training and " << voc2007.testNum << " testing" << endl;
cout << _S(resName) << " Base = " << base << ", W = " << W << ", NSS = " << NSS << ", perSz = " << numPerSz << endl;
Objectness objNess(voc2007, base, W, NSS);
vector<vector<Vec4i>> boxes;
//objNess.getObjBndBoxesForTests(boxes, 250);
objNess.getObjBndBoxesForTestFast(boxes, numPerSz);
//objNess.getRandomBoxes(boxes);
//objNess.evaluatePerClassRecall(boxes, resName, 2000);
//objNess.illuTestReults(boxes);
}
void RunObjectness(CStr &resName, double base, double intUionThr, int W, int NSS, int numPerSz)
{
srand((unsigned int)time(NULL));
//DataSetVOC voc2007("D:/WkDir/DetectionProposals/VOC2007/");
DataSetVOC voc2007("./VOC2007/");
voc2007.loadAnnotations();
//voc2007.loadDataGenericOverCls();
printf("Dataset:`%s' with %d training and %d testing\n", _S(voc2007.wkDir), voc2007.trainNum, voc2007.testNum);
printf("%s Base = %g, intUionThr = %g, W = %d, NSS = %d, perSz = %d\n", _S(resName), base, intUionThr, W, NSS, numPerSz);
Objectness objNess(voc2007, base, intUionThr, W, NSS);
vector<vector<Vec4i>> boxesTests;
//objNess.getObjBndBoxesForTests(boxesTests, 250);
objNess.getObjBndBoxesForTestsFast(boxesTests, numPerSz);
//objNess.getRandomBoxes(boxesTests);
//objNess.evaluatePerClassRecall(boxesTests, resName, 1000);
//objNess.illuTestReults(boxesTests);
}
bool GenericObjectDetector::InitBingObjectness()
{
// set dataset for training and testing
DataSetVOC voc2007("e:\\VOC2007\\");
//voc2007.loadAnnotations();
// params
double base = 2;
int W = 8;
int NSS = 2;
int numPerSz = 130;
bingObjectness = new Objectness(voc2007, base, W, NSS);
if( bingObjectness->loadTrainedModel() != 1 )
{
cerr<<"Fail to load all bing model."<<endl;
return false;
}
isBingInitialized = true;
return true;
}
