YiRenTech中

embodied AI data

YiRen provides multimodal embodied AI data collection, augmentation, action and object annotation, model training, and simulation evaluation for robotics deployment.

Data Collection

Standardized collection lines built with government partners, producing high-quality data for diverse robots and scenarios.

  • Multimodal data collection, including ego, exoskeleton, and VR demonstration
  • Across manufacturing, logistics, and home-service scenarios.
  • Addressing robotics data scarcity and high collection costs

Data Management Platform

End-to-end platform for data, training, and simulation across robot platforms and teleoperation systems.

  • Data Augmentation: backgrounds, spatial variations, and trajectories.
  • Multimodal Annotation: AI pre-annotation plus action, object, and dynamics annotation
  • Integrated management of datasets, model training, and simulation evaluation

Embodiment Custom Development

Robot adaptation and retraining for commercial deployment.

  • Cross-Embodiment Transfer Learning and Rapid Scenario Adaptation
  • Edge-Case Mining and Augmentation
  • Sim-to-Real Closed-Loop Validation and Deployment

FAQ

Which embodied AI data services does YiRen provide?

YiRen provides embodied AI data collection, multimodal robotics data management, embodiment customization, scenario dataset development, and industry-academia programs.

What does embodied AI data collection include?

It can include robot actions, task workflows, environmental perception, synchronized sensors, teleoperation records, and scenario annotations.

How can YiRen’s embodied AI data be used?

The data supports robotics model training, task-generalization evaluation, scenario reproduction, data management platforms, and embodied AI application development.