Supports pre-annotations, including manual or model-generated labels for enhancing speed or annotation, or validate model’s performance.
Supports multiple sensors with a fused sensor architecture, which syncs all the assets to enhance the data for annotation.
Projection of 3D objects within the point cloud into 2D RGB images.
World coordinate conversion. By providing the sensor's pose, our platform will convert your point clouds from local coordinates to world coordinates.
Extending a classic morphological approach with semi-supervised learning for our automatic ground detection.
Color map visualization for intensity values and custom ranges for focusing the color map on lower-intensity objects.
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.
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.
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.
Get in touch today to learn how Sama can solve your point cloud and LiDAR data annotation needs.