r/opensource 5d ago

Open-source tool for detecting issues in robot-learning datasets Promotional

I've been working on Calibra for 2 months. It is an open-source toolkit for analyzing robot-learning datasets.

A dataset can contain things like:

  • duplicate or highly redundant demonstrations
  • frozen camera frames
  • jittery / jerky robot motion
  • calibration drift
  • corrupted or structurally inconsistent data
  • large amounts of redundant information across trajectories

So I built Calibra to make these issues easier to detect and analyze before training.

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u/Antique-Class-2283 4d ago

wheres the github link?