Calibra: Cut Robot Training Costs

What it does

Calibra helps robotics teams audit dataset integrity, measure quality and coverage, and build smaller training sets. v0.8 adds measured training experiments: record real GPU-hours, wall-clock time, energy, and policy performance, then compare Full vs Random vs Calibra across retention levels.

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  Calibra: Train with Less Data30d ago · calibrarobotics.com · ▲1

  Train robot policies with up to 75% less data

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  A Layer for robotics dataset quality11d ago · calibrarobotics.com · ▲5

  We are exploring how teams can automatically audit data quality, detect problematic demonstrations, and build smaller, high-quality training sets before spending GPU time. We are looking for design partners to help shape the Calibra.

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