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Image: Wikimedia Commons
Use case
Robot learning datasets
Turn human demonstrations and robot trial runs into structured robot-learning datasets.
Robotics startupsHumanoid platformsVLA model teams
How it works
What DexMotion does in this scenario.
- Capture synchronized video, pose, and trajectory streams from real environments.
- Segment episodes by task phase and produce policy-ready training samples.
- Export in the formats consumed by SageMaker training and policy fine-tuning.
Explore more
Other use cases.
Industrial robot analysis
Analyze trajectories and anomalies across industrial robots, AGV, and AMR fleets.
Human demonstration capture
Capture motion, pose, tool use, and environment interaction during complex human tasks.
Simulation and Real2Sim
Convert real-world motion and trajectory data into simulator-ready assets.
Robot ops Copilot
Use Claude to analyze robot logs, failures, and sensor events into engineering reports.