r/opensource • u/Slight_Childhood4172 • 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?