improving camera pose estimation using multiple aruco markers

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

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  • pytagmapper

    Python Mapping library for Fiducial Tags

  • aruco_ekf_slam

    ArUco-based EKF-SLAM.

  • Most of the code in pytagmapper is geared towards building said map, using an algorithm called SLAM. Nowadays, SLAM is usually implemented by solving a numerical optimization problem. The pytagmapper project uses a variant called Gaussian Belief Propagation. Other more popular variants, are some form of EKF or Levenberg Marquardt. You can try using pytagmapper to build your map, or some other SLAM software. Googling "aruco tag slam" gives this ROS based project https://github.com/ydsf16/aruco_ekf_slam for example.

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  • colmap

    COLMAP - Structure-from-Motion and Multi-View Stereo

  • See colmap for example https://colmap.github.io/

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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