3D and LiDAR

High-quality annotated point cloud and LiDAR data at scale for a wide range of use cases.

Highly Flexible Tools

The “side of interest” of our 3D bounding boxes designates the direction of driving. Our roll, pitch, yaw, and heading angles bring your model to the next level.

Efficient Annotation Platform

Linear interpolation and other advanced annotation tools enable rapid labeling of your moving object across multiple frames. Intensity points and other workspace enhancements, like visual feedback on your label selection, boost annotation efficiency and allow you to achieve high quality at scale.

Full Spectrum Labeling

Custom classes, multiple attributes per instance, and dynamic labels are available to meet your needs.

Use Cases

Spatial Object Detection and Tracking
Temporal Segmentation
  • Vehicles and pedestrians detection and 3D orientation
  • Manufacturing automation
  • False positive identification
  • Identify cars parked, moving, in your lane, changing lanes, and more
  • Gesture recognition for AR VR use cases

Why Sama

For over a decade, hundreds of organizations, including over 25% of the Fortune 50, have relied on Sama to deliver secure, high-quality training data and model validation for machine learning.
Multi Level Quality Checks

Calculate quality against your preferred baseline using a combination of automation and human judgement—saving you time and money. Gold tasks and advanced scripting detects errors early in the pipeline.

Custom Analytics and Reporting

Get deep insights into your training data, including edge case alerts and analysis of the classes in your dataset. Our tailored reports help you prioritize and get your model to market faster.

ML-Powered Platform

Our agile platform is designed to meet your needs. Using machine learning and human-in-the-loop intelligence, we manage your most complex workflows, from data selection and annotation, up to model optimization.

We deliver high quality data even for the most complex 3D workflows, with more than 190K points and 50K labels per task.

High-Quality Annotated 3D and LiDAR Data at Scale

Get in touch today to learn how Sama can solve your point cloud and LiDAR data annotation needs.