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Mono-VO

Original repository: https://github.com/avisingh599/mono-vo

  • Uses KITTI dataset
  • Detects FAST keypoints and tracks them using KLT tracker
  • Estimates camera motion using Essential Matrix
  • Scale recovery via Ground truth motion data

How to build

Requirements: OpenCV4

mkdir build
cd build
cmake ..
make
docker build -t slam:5:5
docker run -it --env DISPLAY=$DISPLAY -v /kitti/:/data -v /tmp/.X11-unix/:/tmp/.X11-unix:ro slam:5_5

How to run

./vo path_to_image_folder path_to_gt_motion_txt_file

Output

  • On line 211, if you swap the code to int y = int(-t_f.at<double>(2)) + 500;, then you can get the correct direction for the trajectory.