Industries
Reduce Risk for ADAS & Autonomous Vehicles
From advanced driver-assistance systems to autonomous vehicles, power your ML models with the most accurate data in the industry. Discover the secrets we’ve learned in annotating billions of data points for AV.
Trusted by leading companies around the globe
Use Cases
Annotation Solutions for ADAS & AV
Sama agents 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 solutions 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. As a result, our annotators spend less time annotating and more time working on your edge cases.
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?
Discover how Sama provides high-quality annotation solutions for your ADAS and AV use cases.
Case Studies
Sama delivers the highest quality data annotation for ADAS & AV ML models.
Sama Delivers Higher Quality Data in Half the Time
Sama’s models are pre-trained on specific use cases. With our MICROMODEL technology, we deliver predictable accuracy as high as 98% via a 2-4x more efficient annotation process.
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Demetrio Aiello Head of the Artificial Intelligence & Robotics Labs, Continental
Why Choose Sama
Sama delivers not only accurate data annotation, but insights and recommendations via our vertically integrated platform combined with human-in-the-loop experts, all while embracing an ethical AI approach. This is why companies come to us when other data annotation solutions fail.
Highly Trusted
Data Security – TISAX certified
Sama is TISAX certified, adopting the latest AV data protection information security best practices. Sama is also GDPR and CCPA compliant, and our data centers are ISO-certified.
