Accurate Data Labeling for Transportation & Navigation

From autonomous vehicles to navigation aids, power your transportation and navigation solutions with the most accurate data in the industry.

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Use Cases

Data Labeling Use Cases for Transportation & Navigation

Sama are experts at accurate labeling of your LiDAR and video data. We can help you create a robust quality rubric for your requirements, detect proper object alignment (roll, pitch, yaw), correct face of interest, cuboid size, and keep track of your target objects across all 3D frames with high accuracy. Interpolation between frames increases annotation efficiency, and intensity values help you annotate with a high level of precision. With sensor calibration, fix scenes for faster annotation, and project 3D objects to 2D helper images to facilitate object detection and increase quality.

Sama’s scalable and secure annotation platform provides advanced raster and vector image and video annotation tools for semantic, instance and panoptic scene segmentations. ML Assisted Annotation powered by MICROMODEL technology helps labelers annotate 2-4x more efficiently, while predictably producing 94-98% IOU.

Vector annotation tools (polyline, polygon, and arrows) can be used to make lanes and road markings recognizable to autonomous vehicles and improve the accuracy of your lane detection. Sama APIs help you seamlessly re-prioritize tasks, provide quality feedback and monitor projects in production.

Sama helps automotive companies develop all aspects of vehicle safety including in-cabin monitoring for driver drowsiness detection and security. High-quality computer vision training data is the fuel for advanced driver-assistance systems, trained to recognize driver emotions and gestures and detect whether drivers are distracted.

Don’t see your use case here?

Sama can help you meet strict quality requirements, develop new workflows, and go to market faster with safe autonomous vehicles that provide seamless driving experiences. Get in touch today to learn about how Sama can help deliver high-quality data labeling for your Transportation & Navigation use case.

Why Choose Sama

Unlock the innovative potential of your AI models with Sama’s trusted data annotation platform and human-in-the-loop experts.


Augment your models with industry-leading data quality. Our SLAs guarantee >95% quality annotations.


Efficiency improvements from our ML-powered platform, paired with an expert team that scales with you on demand.

Ethical AI

Help us drive an ethical AI supply chain. Sama has touched the lives of 60K individuals with the greatest barriers to work.


From our tech stack to our physical space, security and trust are paramount to everything we do.

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