Industry challenge

Robotics and embodied AI data needs

Robotics teams need first-person and household activity data to train models that perceive and act in physical environments.

Problem

Embodied AI requires egocentric video and interaction data from real-world environments.

Data types

First-person video, household activities, human-object interaction and narration.

Tasks

Task-based collection scoped to target activities and success criteria.

Relevant datasets

Robotics datasets

Relevant services

Services for robotics

Egocentric collection

First-person video and household activity collection with consent.

Video annotation

Frame-level and interaction labeling for robotics models.

Custom collection

Task-based programs scoped to environment and activity set.

Multi-level QA

Annotator, reviewer and senior QA with secure delivery.

Use cases

Robotics use cases

Discuss your robotics data requirement

Describe your task set, environment and annotation needs.

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