OpenCV_4.2.0/opencv_contrib-4.2.0/modules/datasets/samples/tr_chars.cpp

98 lines
4.1 KiB
C++

/*M///////////////////////////////////////////////////////////////////////////////////////
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#include "opencv2/datasets/tr_chars.hpp"
#include <opencv2/core.hpp>
#include <cstdio>
#include <cstdlib> // atoi
#include <string>
#include <vector>
using namespace std;
using namespace cv;
using namespace cv::datasets;
int main(int argc, char *argv[])
{
const char *keys =
"{ help h usage ? | | show this message }"
"{ path p |true| path to dataset description file: list_English_Img.m }";
CommandLineParser parser(argc, argv, keys);
string path(parser.get<string>("path"));
if (parser.has("help") || path=="true")
{
parser.printMessage();
return -1;
}
Ptr<TR_chars> dataset = TR_chars::create();
dataset->load(path);
// ***************
// dataset. train, test contain information about each element of appropriate sets and splits.
// For example, let output first elements of these vectors and their sizes for last split.
// And number of splits.
int numSplits = dataset->getNumSplits();
printf("splits number: %u\n", numSplits);
vector< Ptr<Object> > &currTrain = dataset->getTrain(numSplits-1);
vector< Ptr<Object> > &currTest = dataset->getTest(numSplits-1);
vector< Ptr<Object> > &currValidation = dataset->getValidation(numSplits-1);
printf("train size: %u\n", (unsigned int)currTrain.size());
printf("test size: %u\n", (unsigned int)currTest.size());
printf("validation size: %u\n", (unsigned int)currValidation.size());
TR_charsObj *exampleTrain = static_cast<TR_charsObj *>(currTrain[0].get());
TR_charsObj *exampleTest = static_cast<TR_charsObj *>(currTest[0].get());
TR_charsObj *exampleValidation = static_cast<TR_charsObj *>(currValidation[0].get());
printf("first train element:\nname: %s\n", exampleTrain->imgName.c_str());
printf("label: %u\n", exampleTrain->label);
printf("first test element:\nname: %s\n", exampleTest->imgName.c_str());
printf("label: %u\n", exampleTest->label);
printf("first validation element:\nname: %s\n", exampleValidation->imgName.c_str());
printf("label: %u\n", exampleValidation->label);
return 0;
}