/** * This file is part of ORB-SLAM3 * * Copyright (C) 2017-2020 Carlos Campos, Richard Elvira, Juan J. Gómez José M.M. Montiel and Juan D. Tardós, University of Zaragoza. * Copyright (C) 2014-2016 Raúl Mur-Artal, José M.M. Montiel and Juan D. Tardós, University of Zaragoza. * * ORB-SLAM3 is free software: you can redistribute it and/or modify it under the terms of the GNU General Public * License as published by the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * ORB-SLAM3 is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even * the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License along with ORB-SLAM3. * If not, see <http://www.gnu.org/licenses/>. */ #include<iostream> #include<algorithm> #include<fstream> #include<iomanip> #include<chrono> #include <unistd.h> #include<opencv2/core/core.hpp> #include<System.h> using namespace std; void LoadImages(const string &strPathLeft, const string &strPathRight, const string &strPathTimes, vector<string> &vstrImageLeft, vector<string> &vstrImageRight, vector<double> &vTimeStamps); double ttrack_tot = 0; int main(int argc, char **argv) { const int num_seq = (argc-3)/3; cout << "num_seq = " << num_seq << endl; bool bFileName= (((argc-3) % 3) == 1); string file_name; if (bFileName) file_name = string(argv[argc-1]); if(argc < 6) { cerr << endl << "Usage: ./stereo_tum_vi path_to_vocabulary path_to_settings path_to_image_folder1_1 path_to_image_folder2_1 path_to_times_file_1 (path_to_image_folder1_2 path_to_image_folder2_2 path_to_times_file_2 ... path_to_image_folder1_N path_to_image_folder2_N path_to_times_file_N) (trajectory_file_name)" << endl; return 1; } // Load all sequences: int seq; vector< vector<string> > vstrImageLeftFilenames; vector< vector<string> > vstrImageRightFilenames; vector< vector<double> > vTimestampsCam; vector<int> nImages; vstrImageLeftFilenames.resize(num_seq); vstrImageRightFilenames.resize(num_seq); vTimestampsCam.resize(num_seq); nImages.resize(num_seq); int tot_images = 0; for (seq = 0; seq<num_seq; seq++) { cout << "Loading images for sequence " << seq << "..."; LoadImages(string(argv[(3*seq)+3]), string(argv[(2*seq)+4]), string(argv[(2*seq)+5]), vstrImageLeftFilenames[seq], vstrImageRightFilenames[seq], vTimestampsCam[seq]); cout << "Total images: " << vstrImageLeftFilenames[seq].size() << endl; cout << "Total cam ts: " << vTimestampsCam[seq].size() << endl; cout << "first cam ts: " << vTimestampsCam[seq][0] << endl; cout << "LOADED!" << endl; nImages[seq] = vstrImageLeftFilenames[seq].size(); tot_images += nImages[seq]; if((nImages[seq]<=0)) { cerr << "ERROR: Failed to load images for sequence" << seq << endl; return 1; } } // Vector for tracking time statistics vector<float> vTimesTrack; vTimesTrack.resize(tot_images); cout << endl << "-------" << endl; cout.precision(17); // Create SLAM system. It initializes all system threads and gets ready to process frames. ORB_SLAM3::System SLAM(argv[1],argv[2],ORB_SLAM3::System::STEREO,true); cout << endl << "-------" << endl; cout.precision(17); cv::Mat imLeft, imRight; int proccIm = 0; for (seq = 0; seq<num_seq; seq++) { // Main loop proccIm = 0; for(int ni=0; ni<nImages[seq]; ni++, proccIm++) { // Read image from file imLeft = cv::imread(vstrImageLeftFilenames[seq][ni],cv::IMREAD_GRAYSCALE); imRight = cv::imread(vstrImageRightFilenames[seq][ni],cv::IMREAD_GRAYSCALE); double tframe = vTimestampsCam[seq][ni]; if(imLeft.empty() || imRight.empty()) { cerr << endl << "Failed to load image at: " << vstrImageLeftFilenames[seq][ni] << endl; return 1; } #ifdef COMPILEDWITHC11 std::chrono::steady_clock::time_point t1 = std::chrono::steady_clock::now(); #else std::chrono::monotonic_clock::time_point t1 = std::chrono::monotonic_clock::now(); #endif // Pass the image to the SLAM system SLAM.TrackStereo(imLeft,imRight,tframe); #ifdef COMPILEDWITHC11 std::chrono::steady_clock::time_point t2 = std::chrono::steady_clock::now(); #else std::chrono::monotonic_clock::time_point t2 = std::chrono::monotonic_clock::now(); #endif double ttrack= std::chrono::duration_cast<std::chrono::duration<double> >(t2 - t1).count(); ttrack_tot += ttrack; // std::cout << "ttrack: " << ttrack << std::endl; vTimesTrack[ni]=ttrack; // Wait to load the next frame double T=0; if(ni<nImages[seq]-1) T = vTimestampsCam[seq][ni+1]-tframe; else if(ni>0) T = tframe-vTimestampsCam[seq][ni-1]; if(ttrack<T) usleep((T-ttrack)*1e6); // 1e6 } if(seq < num_seq - 1) { cout << "Changing the dataset" << endl; SLAM.ChangeDataset(); } } // Stop all threads SLAM.Shutdown(); // Tracking time statistics // Save camera trajectory std::chrono::system_clock::time_point scNow = std::chrono::system_clock::now(); std::time_t now = std::chrono::system_clock::to_time_t(scNow); std::stringstream ss; ss << now; if (bFileName) { const string kf_file = "kf_" + string(argv[argc-1]) + ".txt"; const string f_file = "f_" + string(argv[argc-1]) + ".txt"; SLAM.SaveTrajectoryEuRoC(f_file); SLAM.SaveKeyFrameTrajectoryEuRoC(kf_file); } else { SLAM.SaveTrajectoryEuRoC("CameraTrajectory.txt"); SLAM.SaveKeyFrameTrajectoryEuRoC("KeyFrameTrajectory.txt"); } sort(vTimesTrack.begin(),vTimesTrack.end()); float totaltime = 0; for(int ni=0; ni<nImages[0]; ni++) { totaltime+=vTimesTrack[ni]; } cout << "-------" << endl << endl; cout << "median tracking time: " << vTimesTrack[nImages[0]/2] << endl; cout << "mean tracking time: " << totaltime/proccIm << endl; return 0; } void LoadImages(const string &strPathLeft, const string &strPathRight, const string &strPathTimes, vector<string> &vstrImageLeft, vector<string> &vstrImageRight, vector<double> &vTimeStamps) { ifstream fTimes; cout << strPathLeft << endl; cout << strPathRight << endl; cout << strPathTimes << endl; fTimes.open(strPathTimes.c_str()); vTimeStamps.reserve(5000); vstrImageLeft.reserve(5000); vstrImageRight.reserve(5000); while(!fTimes.eof()) { string s; getline(fTimes,s); if(!s.empty()) { stringstream ss; ss << s; vstrImageLeft.push_back(strPathLeft + "/" + ss.str() + ".png"); vstrImageRight.push_back(strPathRight + "/" + ss.str() + ".png"); double t; ss >> t; vTimeStamps.push_back(t/1e9); } } }