/*M/////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2014, Itseez Inc, all rights reserved. // Third party copyrights are property of their respective owners. // // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors "as is" and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Itseez Inc or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // //M*/ #include "opencv2/datasets/or_imagenet.hpp" #include "opencv2/datasets/util.hpp" #include <map> namespace cv { namespace datasets { using namespace std; class OR_imagenetImp CV_FINAL : public OR_imagenet { public: OR_imagenetImp() {} //OR_imagenetImp(const string &path); virtual ~OR_imagenetImp() CV_OVERRIDE {} virtual void load(const string &path) CV_OVERRIDE; private: void loadDataset(const string &path); void numberToString(int number, string &out); }; /*OR_imagenetImp::OR_imagenetImp(const string &path) { loadDataset(path); }*/ void OR_imagenetImp::load(const string &path) { loadDataset(path); } void OR_imagenetImp::numberToString(int number, string &out) { char numberStr[9]; sprintf(numberStr, "%u", number); for (unsigned int i=0; i<8-strlen(numberStr); ++i) { out += "0"; } out += numberStr; } void OR_imagenetImp::loadDataset(const string &path) { train.push_back(vector< Ptr<Object> >()); test.push_back(vector< Ptr<Object> >()); validation.push_back(vector< Ptr<Object> >()); map<string, int> labels; ifstream infile((path + "labels.txt").c_str()); string line; while (getline(infile, line)) { vector<string> elems; split(line, elems, ','); string syn = elems[0]; int number = atoi(elems[1].c_str()); labels.insert(make_pair(syn, number)); } string pathTrain(path + "train/"); vector<string> fileNames; getDirList(pathTrain, fileNames); for (vector<string>::iterator it=fileNames.begin(); it!=fileNames.end(); ++it) { string pathSyn((*it) + "/"); vector<string> fileNamesSyn; getDirList((pathTrain + pathSyn), fileNamesSyn); for (vector<string>::iterator itSyn=fileNamesSyn.begin(); itSyn!=fileNamesSyn.end(); ++itSyn) { Ptr<OR_imagenetObj> curr(new OR_imagenetObj); curr->image = "train/" + pathSyn + *itSyn; curr->id = labels[*it]; train.back().push_back(curr); } } ifstream infileVal((path + "ILSVRC2010_validation_ground_truth.txt").c_str()); while (getline(infileVal, line)) { Ptr<OR_imagenetObj> curr(new OR_imagenetObj); curr->id = atoi(line.c_str()); numberToString((int)validation.back().size()+1, curr->image); curr->image = "val/ILSVRC2010_val_" + curr->image + ".JPEG"; validation.back().push_back(curr); } vector<int> testGT; ifstream infileTest((path + "ILSVRC2010_test_ground_truth.txt").c_str()); while (getline(infileTest, line)) { testGT.push_back(atoi(line.c_str())); } if (testGT.size()==0) // have no test labels, set them to 1000 - unknown { for (int i=0; i<150000; ++i) { testGT.push_back(1000); // unknown } } for (vector<int>::iterator it=testGT.begin(); it!=testGT.end(); ++it) { Ptr<OR_imagenetObj> curr(new OR_imagenetObj); curr->id = *it; numberToString((int)test.back().size()+1, curr->image); curr->image = "test/ILSVRC2010_test_" + curr->image + ".JPEG"; test.back().push_back(curr); } } Ptr<OR_imagenet> OR_imagenet::create() { return Ptr<OR_imagenetImp>(new OR_imagenetImp); } } }