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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

Robotics

Why Labelbox for robotics

Generate high-quality data
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
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
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
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
Overview

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
Challenges

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
Solution

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.

Alignerr Network
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.

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Robotics use case dependent on high-quality data

Dexterous manipulation & object interaction
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
Vision-based navigation & scene understanding

Annotate semantic segmentation, depth, and trajectory paths to enhance autonomous movement in complex environments.

Sim-to-real transfer learning
Sim-to-real transfer learning

Identify simulation vs. real-world differences, movement success metrics, and edge cases to improve model adaptation.

Teleoperation refinement
Teleoperation refinement

Capture and evaluate remote operator inputs to fine-tune robotic control and responsiveness in real-time.

Multi-turn audio conversations
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
Real-time audio transcription

Process live audio streams to provide instant translations into any target language for cross-lingual communication.