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Save/Load Atlas Functionality #310
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980ac9b
Boost serialization code + PreSave/PostLoad functions
0ce0d6d
Serialization code + added constructor for KFDB loading
3e58a1f
Serialization code + added include for tuple serialization
ae0ed23
Load/Save Atlas functions declaration
b3a7adc
PreSave/PostLoad code added
c4ce511
Functions for Save/Load + constructor + avoid infinite loop in Detect…
9e603a7
avoid failure in 1st LBA post merge
3ae3981
added condition in color index
2dd5fef
PreSave/PostLoad functions + avoid getting empty camera center
a9948ee
Added include and examples
ea2da47
Save/Load Functions
a77e821
Set StepbyStep
dcbb819
Added include and example code
114227e
Add Mono scripts in CMakeLists.txt
c9316ed
Unserialize MspMaps
ce8a338
Mono Scripts
d2f6ddd
Add Mono code lines
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/** | ||
* 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/>. | ||
*/ | ||
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#include<iostream> | ||
#include<algorithm> | ||
#include<fstream> | ||
#include<chrono> | ||
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#include<opencv2/core/core.hpp> | ||
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#include<System.h> | ||
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using namespace std; | ||
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void LoadImages(const string &strImagePath, const string &strPathTimes, | ||
vector<string> &vstrImages, vector<double> &vTimeStamps); | ||
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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; | ||
} | ||
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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; | ||
} | ||
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// Load all sequences: | ||
int seq; | ||
vector< vector<string> > vstrImageFilenames; | ||
vector< vector<double> > vTimestampsCam; | ||
vector<int> nImages; | ||
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vstrImageFilenames.resize(num_seq); | ||
vTimestampsCam.resize(num_seq); | ||
nImages.resize(num_seq); | ||
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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; | ||
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nImages[seq] = vstrImageFilenames[seq].size(); | ||
tot_images += nImages[seq]; | ||
} | ||
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// Vector for tracking time statistics | ||
vector<float> vTimesTrack; | ||
vTimesTrack.resize(tot_images); | ||
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cout << endl << "-------" << endl; | ||
cout.precision(17); | ||
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// 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"); | ||
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for (seq = 0; seq<num_seq; seq++) | ||
{ | ||
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// Main loop | ||
cv::Mat im; | ||
int proccIm = 0; | ||
for(int ni=0; ni<nImages[seq]; ni++, proccIm++) | ||
{ | ||
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// Read image from file | ||
im = cv::imread(vstrImageFilenames[seq][ni],cv::IMREAD_UNCHANGED); | ||
double tframe = vTimestampsCam[seq][ni]; | ||
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if(im.empty()) | ||
{ | ||
cerr << endl << "Failed to load image at: " | ||
<< vstrImageFilenames[seq][ni] << endl; | ||
return 1; | ||
} | ||
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#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 | ||
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// Pass the image to the SLAM system | ||
SLAM.TrackMonocular(im,tframe); | ||
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#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 | ||
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#ifdef REGISTER_TIMES | ||
double t_track = std::chrono::duration_cast<std::chrono::duration<double,std::milli> >(t2 - t1).count(); | ||
SLAM.InsertTrackTime(t_track); | ||
#endif | ||
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double ttrack= std::chrono::duration_cast<std::chrono::duration<double> >(t2 - t1).count(); | ||
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vTimesTrack[ni]=ttrack; | ||
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// 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]; | ||
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if(ttrack<T) | ||
usleep((T-ttrack)*1e6); | ||
} | ||
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if(seq < num_seq - 1) | ||
{ | ||
cout << "Changing the dataset" << endl; | ||
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SLAM.ChangeDataset(); | ||
} | ||
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} | ||
// Stop all threads | ||
SLAM.Shutdown(); | ||
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// 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"); | ||
} | ||
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return 0; | ||
} | ||
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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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} | ||
} | ||
} |
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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:)