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데이터 및 연구 · SKILL.md

trajectory-data

trajectory-data

Routes evo_traj workflows, trajectory file formats, converters, synchronization, alignment, export, and bag/MCAP loading.

Independent GitHub snapshot · Automated classification · Original documentation governs

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name: trajectory-data description: "Routes evo_traj workflows, trajectory file formats, converters, synchronization, alignment, export, and bag/MCAP loading." disable-model-invocation: true metadata: disco-role: operating license: GPL 3.0

trajectory-data

Use this sub-skill for trajectory files, conversion helpers, synchronization, export, and the evo_traj CLI.

Route here when the user asks for

  • evo_traj or trajectory inspection / export
  • TUM, KITTI, EuRoC, ROS bag, ROS2 bag, or MCAP trajectories
  • PosePath3D, PoseTrajectory3D, TrajectoryBundle, or load_transform
  • timestamp association, --ref, --sync, --merge, --downsample, --motion_filter
  • converting KITTI pose/timestamp pairs to TUM or scaling TUM timestamps
  • duplicate timestamp checks or trajectory-file validation failures

Do not route here when the task is mainly about

  • APE/RPE metric math or result zip creation
  • saved-result comparison, tables, or pandas exports
  • package settings, logs, or IPython shell setup
  • notebook plotting or custom Python embedding

Start with

  1. references/data-formats.md
  2. references/cli-reference.md
  3. references/workflows.md
  4. references/troubleshooting.md
  5. scripts/trajectory_io_smoke.py

Rules of thumb

  • TUM rows are timestamp + xyz + quaternion; KITTI rows are the first 3 rows of a 4x4 pose matrix; EuRoC CSV timestamps are in nanoseconds and become seconds.
  • PoseTrajectory3D requires timestamps and they must be ascending and unique.
  • bag2 and mcap are the same route in evo; bag-based routes require topics or --all_topics.
  • --sync and --ref matter for timestamped workflows; motion_filter on path-only data is invalid in metrics workflows.
  • load_transform accepts JSON, .npy, or text 4x4 matrices and rejects anything that is not a valid SE(3) or Sim(3) matrix.
  • The safe conversion helpers in this sub-skill write to an explicit output path instead of silently mutating source files in place.
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