Use case
Robotics
From tele-operation to general-purpose intelligence, advance your AI-driven robotics capabilities with cutting-edge data and highly skilled operators from Labelbox
Why Labelbox for robotics
Generate high-quality data
Combine advanced tooling, human expertise, AI, and on-demand services to produce precise, robotics-ready datasets in a unified solution.
Deliver tailored robotic data
Ensure your datasets—for dexterous manipulation, vision-based navigation, or sim-to-real transfer—are accurate, consistent, and customized.
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.
The importance of AI to robotic’s future
AI is at the forefront of robotics innovation, driving the development of intelligent systems capable of interacting with the physical world. From teleoperation to achieving AGI-level intelligence, training frontier models with diverse, high-quality data is critical to mastering dexterous manipulation, navigating complex environments, or bridging simulation-to-reality gaps.
Navigating robotics’ complexities for AI
Building AI models for robotics—especially teleoperation and real-world adaptability—presents unique challenges. Diverse physical constraints, novel hardware configurations, and dynamic environments demand highly skilled operators that can capture high-utility data from complex environments. Success also depends on a scalable platform, expert human oversight, and continuous refinement.
Unleash the power of robotics with Labelbox
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.
Discover and recruit the world's most qualified AI trainers with advanced robotics degrees
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.
Learn moreRobotics use case dependent on high-quality data
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 transfer learning
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.
