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Visual-Inertial SLAM

DESCRIPTION OF FILES hw3_main.py

  • does imu localization via EKF prediction step
  • does landmark mapping via EKF update step
  • combines EKF prediction/update and landmark mapping to perform visual-inertial SLAM
  • produces map with tracked vehicle pose and sensed landmarks

hat.py

  • hat() - function which does hat operation on a vector

utils.py

  • load_data() - used to load timestamps, features, linear velocity, angular velocity, (left)camera intrinsic matrix, stereo camera baseline, imu to camera frame transform
  • visualize_trajectory_2d() - used to visualize vehicle pose and sensed landmarks

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