Use case
Robotics
From teleoperation to general-purpose intelligence, advance your AI-driven robotics capabilities with cutting-edge data and highly skilled operators from Labelbox
Why Labelbox for next-gen robotics
A unified solution for robotics data
Combine advanced tooling, human expertise, AI, and on-demand services to produce precise, robotics-ready datasets in a unified solution.
Customized data pipelines
Approaches designed around your objectives, enabling smooth sim-to-real transfer, accurate manipulation, and robust navigation performance.
Evaluate complex robotic tasks
Leverage our elite network of highly-skilled operators for teleoperations and to provide human oversight and evaluation of AI models.
Collaborate in real-time
Access internal and external experts with real-time feedback on data quality and robotic performance via the Labelbox platform.
Solving the data challenge in robotics
Labelbox’s Robotics Division delivers the high-quality, diverse training data essential for teaching robots complex manipulation tasks. We provide AI labs with an unparalleled combination of expertise in diverse robotics data, a powerful unified platform, access to a global network of vetted human experts, and state-of-the-art systems. The result: faster breakthroughs and accelerated product development powered by high-quality robotics data.
Unlocking the potential of physical AI
Dexterous manipulation & object interaction
Label object poses, grasp success/failure, and contact points to train robots for precise, human-like handling.
Vision-based navigation & scene understanding
Annotate semantic segmentation, depth, and trajectory paths to enhance autonomous movement in complex environments.
Sim-to-real policy evaluation
Identify simulation vs. real-world differences, movement success metrics, and edge cases to improve model adaptation.
Teleoperation refinement
Capture and evaluate remote operator inputs to fine-tune robotic control and responsiveness in real-time.
Multi-turn audio conversations
Process real-time speech and contextual audio to enable multi-turn understanding and voice-driven robotic assistance.
Real-time audio transcription
Process live audio streams to provide instant translations into any target language for cross-lingual communication.
Core offerings
Robotics teleops: Expert teleoperators to collect high-fidelity demonstrations of robotic arm control, producing multimodal datasets essential for learning fine-grained manipulation policies.
Human ego-centric: We record human perspective, decision-making, and interaction patterns to teach AI systems how people see, move, and behave in real-world contexts.
Annotation & synthetic data: We generate and precisely annotate robotics data through integrated pipelines, while advancing synthetic data generation grounded in real-world datasets to achieve greater scale.
Frontier robotics data: Expertly operated and continuously refined
Labelbox empowers AI labs to build exceptional training datasets. Our global network of skilled operators can support on-site labs and remote teleoperation for around the clock engagement. With a phased approach—starting on-site, scaling remotely, and refining continuously—Labelbox accelerates your path to robotics breakthroughs.
Tap into the Alignerr Network, operated by Labelbox, to hire skilled AI trainers for model evals, data generation, and labeling
Customer spotlight
To advance robotic-assisted surgery, Intuitive Surgical needed to overcome the bottleneck of annotating complex surgical video data for ML models that enhance tool tracking and surgical efficiency. With the Labelbox Platform and model-assisted labeling, they streamlined workflows, reduced overhead, and delivered labeled datasets twice as fast.
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