opencv/apps/sft/dataset.cpp

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#include <sft/dataset.hpp>
#include <opencv2/highgui/highgui.hpp>

#include <iostream>
#include <queue>

inline std::string itoa(long i) { return cv::format("%ld", i); }

#if !defined (_WIN32) && ! defined(__MINGW32__)
# include <glob.h>

namespace {
using namespace sft;
void glob(const string& path, svector& ret)
{
    glob_t glob_result;
    glob(path.c_str(), GLOB_TILDE, 0, &glob_result);

    ret.clear();
    ret.reserve(glob_result.gl_pathc);

    for(unsigned int i = 0; i < glob_result.gl_pathc; ++i)
    {
        ret.push_back(std::string(glob_result.gl_pathv[i]));
        dprintf("%s\n", ret[i].c_str());
    }

    globfree(&glob_result);
}

}
#else

# include <windows.h>
namespace {
using namespace sft;
void glob(const string& refRoot, const string& refExt, svector &refvecFiles)
{
    std::string     strFilePath;             // File path
    std::string     strExtension;            // Extension

    std::string strPattern = refRoot + "\\*.*";

    WIN32_FIND_DATA FileInformation;         // File information
    HANDLE hFile = ::FindFirstFile(strPattern.c_str(), &FileInformation);

    if(hFile == INVALID_HANDLE_VALUE)
        CV_Error(CV_StsBadArg, "Your dataset search path is incorrect");

    do
    {
        if(FileInformation.cFileName[0] != '.')
        {
            strFilePath.erase();
            strFilePath = refRoot + "\\" + FileInformation.cFileName;

            if( !(FileInformation.dwFileAttributes & FILE_ATTRIBUTE_DIRECTORY) )
            {
                // Check extension
                strExtension = FileInformation.cFileName;
                strExtension = strExtension.substr(strExtension.rfind(".") + 1);

                if(strExtension == refExt)
                    // Save filename
                    refvecFiles.push_back(strFilePath);
            }
        }
    }
    while(::FindNextFile(hFile, &FileInformation) == TRUE);

    // Close handle
    ::FindClose(hFile);

    DWORD dwError = ::GetLastError();
    if(dwError != ERROR_NO_MORE_FILES)
        CV_Error(CV_StsBadArg, "Your dataset search path is incorrect");
}
}

#endif

// in the default case data folders should be aligned as following:
// 1. positives: <train or test path>/octave_<octave number>/pos/*.png
// 2. negatives: <train or test path>/octave_<octave number>/neg/*.png
ScaledDataset::ScaledDataset(const string& path, const int oct)
{
    dprintf("%s\n", "get dataset file names...");
    dprintf("%s\n", "Positives globing...");

#if !defined (_WIN32) && ! defined(__MINGW32__)
    glob(path + "/pos/octave_" + itoa(oct) + "/*.png", pos);
#else
    glob(path + "/pos/octave_" + itoa(oct),     "png", pos);
#endif

    dprintf("%s\n", "Negatives globing...");
#if !defined (_WIN32) && ! defined(__MINGW32__)
    glob(path + "/neg/octave_" + itoa(oct) + "/*.png", neg);
#else
    glob(path + "/neg/octave_" + itoa(oct),     "png", neg);
#endif

    // Check: files not empty
    CV_Assert(pos.size() != size_t(0));
    CV_Assert(neg.size() != size_t(0));
}

cv::Mat ScaledDataset::get(SampleType type, int idx) const
{
    const std::string& src = (type == POSITIVE)? pos[idx]: neg[idx];
    return cv::imread(src);
}

int ScaledDataset::available(SampleType type) const
{
    return (int)((type == POSITIVE)? pos.size():neg.size());
}

ScaledDataset::~ScaledDataset(){}