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Annotations for robotics data.

Shotwell provides fast, accurate and dense annotations for robotics training data. We segment long videos into discrete steps and detect failures in each step.

  • Upload robot episodes: raw videos, MCAP files, logs, images, or any supporting artifacts.
  • We return dense subtask annotations with sub-second boundaries and pass/fail rubric checks.
  • Results come back within 24 hours, and your first 2 hours of robot video are free.

See the live demo · Read how Ultra uses Shotwell

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Login with your company email. Get 2 hours of robot video annotated for free, with 24 hour turnaround time. Zero Data Retention.

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