Data Labeling for Autonomous Vehicles
Maximize autonomous vehicle data with Sapien's custom data labeling modules and domain expertise
Advance 3D Scene Annotation
Use synchronized 2D-3D views and multi-camera perspectives for precise object labeling
Multi-Label Access Capabilities
Access and manage multiple labels efficiently across different data sets
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Integrated 2D-3D Visualization
Combine camera angles and LiDAR data for comprehensive scene understanding
Multi-Dimensional Labeling Tools
Annotate across 2D images, 3D LiDAR, and multiple camera views effortlessly
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More Key Features
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Tailored Quality Assurance
Customized human-in-the-loop quality assurance processes to exceed global standards
Seamless Cuboid to IMSEG Integration
Integrate cuboid data with image segmentation for enhanced labeling accuracy
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Custom Labeling Modules
Get access to a custom labeling module to fit your data types and formats
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Multi-Cam Capability
Handle multiple camera views seamlessly for accurate data labeling
Faster AV Development with High-Quality Data Labeling
Autonomous vehicle development heavily depends on high-quality data, with 90% of model accuracy reliant on the quality of training data. An average AV generates 5-20 TB of data per hour, making manual data labeling for autonomous vehicles not only costly but also labor-intensive, with 80% of development time spent on data preparation and labeling.
Sapien addresses these challenges with advanced, high-quality data labeling services. Our customized human-in-the-loop quality assurance processes and scalable workforce guarantee high accuracy and reliability.
Sapien's custom labeling modules and multi-label access capabilities improve labeling efficiency, making us the ideal partner to maximize your AV data utility and help drive your autonomous vehicle projects.
Why Sapien?
Specialized AV Expertise
Sapien’s team of experts is well-versed in the unique requirements of autonomous vehicle data labeling and computer vision tasks
Advanced Tooling
Annotation tools, custom modules, and platforms designed specifically for AV data labeling for precision and efficiency
HITL Quality Assurance
Rigorous human-in-the-loop quality control to guarantee the accuracy and reliability of labeled data in high-stakes computer vision scenarios
Scalable Workforce
Our global decentralized network of skilled labelers can rapidly scale your project up or down according to demand
Full Customization
We tailor our labeling services to your specific AV project, so the right data is annotated in the right way, every time
Ready to maximize your autonomous vehicle data?
Schedule a consult with our team to learn more about how Sapien’s data labeling for autonomous vehicles can drive your computer vision applications