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Save/Load Atlas Functionality #310

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18 changes: 18 additions & 0 deletions CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -113,6 +113,7 @@ include/OptimizableTypes.h
include/MLPnPsolver.h
include/TwoViewReconstruction.h
include/Config.h
include/serialize_tuple.h
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why not directly use boost library? It works with me.

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When I serialized large maps, I had a bug when recovering the MapPoints's observations from the backup. Serializing mObservations directly solved the problem. However those observations contain a tuples. If I'm not mistaken, by default, there is no tuple serialization in Boost. That's why this is required.

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I didn't meet this kind of problem. Will your program break down with red error? Recover from backup is ok from my side.

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not sure if this is helpful. https://github.com/UZ-SLAMLab/ORB_SLAM3/pull/310/files#r627844802
But I think add serialize_tuple.h is also a good option:)

)

add_subdirectory(Thirdparty/g2o)
Expand Down Expand Up @@ -149,6 +150,15 @@ add_executable(stereo_euroc
Examples/Stereo/stereo_euroc.cc)
target_link_libraries(stereo_euroc ${PROJECT_NAME})

add_executable(stereo_save
Examples/Stereo/stereo_save.cc)
target_link_libraries(stereo_save ${PROJECT_NAME})

add_executable(stereo_load
Examples/Stereo/stereo_load.cc)
target_link_libraries(stereo_load ${PROJECT_NAME})


add_executable(stereo_tum_vi
Examples/Stereo/stereo_tum_vi.cc)
target_link_libraries(stereo_tum_vi ${PROJECT_NAME})
Expand All @@ -168,6 +178,14 @@ add_executable(mono_euroc
Examples/Monocular/mono_euroc.cc)
target_link_libraries(mono_euroc ${PROJECT_NAME})

add_executable(mono_save
Examples/Monocular/mono_save.cc)
target_link_libraries(mono_save ${PROJECT_NAME})

add_executable(mono_load
Examples/Monocular/mono_load.cc)
target_link_libraries(mono_load ${PROJECT_NAME})

add_executable(mono_tum_vi
Examples/Monocular/mono_tum_vi.cc)
target_link_libraries(mono_tum_vi ${PROJECT_NAME})
Expand Down
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189 changes: 189 additions & 0 deletions Examples/Monocular/mono_load.cc
Original file line number Diff line number Diff line change
@@ -0,0 +1,189 @@
/**
* This file is part of ORB-SLAM3
*
* Copyright (C) 2017-2020 Carlos Campos, Richard Elvira, Juan J. Gómez Rodríguez, 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:https://www.gnu.org/licenses/>.
*/



#include<iostream>
#include<algorithm>
#include<fstream>
#include<chrono>

#include<opencv2/core/core.hpp>

#include<System.h>

using namespace std;

void LoadImages(const string &strImagePath, const string &strPathTimes,
vector<string> &vstrImages, vector<double> &vTimeStamps);

int main(int argc, char **argv)
{
if(argc < 5)
{
cerr << endl << "Usage: ./mono_euroc path_to_vocabulary path_to_settings path_to_sequence_folder_1 path_to_times_file_1 (path_to_image_folder_2 path_to_times_file_2 ... path_to_image_folder_N path_to_times_file_N) (trajectory_file_name)" << endl;
return 1;
}

const int num_seq = (argc-3)/2;
cout << "num_seq = " << num_seq << endl;
bool bFileName= (((argc-3) % 2) == 1);
string file_name;
if (bFileName)
{
file_name = string(argv[argc-1]);
cout << "file name: " << file_name << endl;
}

// Load all sequences:
int seq;
vector< vector<string> > vstrImageFilenames;
vector< vector<double> > vTimestampsCam;
vector<int> nImages;

vstrImageFilenames.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[(2*seq)+3]) + "/mav0/cam0/data", string(argv[(2*seq)+4]), vstrImageFilenames[seq], vTimestampsCam[seq]);
cout << "LOADED!" << endl;

nImages[seq] = vstrImageFilenames[seq].size();
tot_images += nImages[seq];
}

// 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::MONOCULAR, true, 0,"LOADED SEQUENCE",file_name+".osa");

for (seq = 0; seq<num_seq; seq++)
{

// Main loop
cv::Mat im;
int proccIm = 0;
for(int ni=0; ni<nImages[seq]; ni++, proccIm++)
{

// Read image from file
im = cv::imread(vstrImageFilenames[seq][ni],cv::IMREAD_UNCHANGED);
double tframe = vTimestampsCam[seq][ni];

if(im.empty())
{
cerr << endl << "Failed to load image at: "
<< vstrImageFilenames[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.TrackMonocular(im,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

#ifdef REGISTER_TIMES
double t_track = std::chrono::duration_cast<std::chrono::duration<double,std::milli> >(t2 - t1).count();
SLAM.InsertTrackTime(t_track);
#endif

double ttrack= std::chrono::duration_cast<std::chrono::duration<double> >(t2 - t1).count();

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);
}

if(seq < num_seq - 1)
{
cout << "Changing the dataset" << endl;

SLAM.ChangeDataset();
}

}
// Stop all threads
SLAM.Shutdown();

// Save camera trajectory
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");
}

return 0;
}

void LoadImages(const string &strImagePath, const string &strPathTimes,
vector<string> &vstrImages, vector<double> &vTimeStamps)
{
ifstream fTimes;
fTimes.open(strPathTimes.c_str());
vTimeStamps.reserve(5000);
vstrImages.reserve(5000);
while(!fTimes.eof())
{
string s;
getline(fTimes,s);
if(!s.empty())
{
stringstream ss;
ss << s;
vstrImages.push_back(strImagePath + "/" + ss.str() + ".png");
double t;
ss >> t;
vTimeStamps.push_back(t/1e9);

}
}
}
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