From Raw LiDAR to Reliable Driving: How to Build Scalable 3D Data Workflows

Autonomous vehicle (AV) teams can segment LiDAR and camera data, but most struggle to manage large datasets, teams, and iteration cycles at enterprise scale.

In this 20-minute masterclass, you’ll learn how to:

• Visualize and curate multimodal data, including LiDAR and radar data
• Automate 3D segmentation to label obstacles with single-shot labeling and object tracking
• Detect edge cases and enrich datasets automatically and feed them into labeling pipelines to improve model performance.
• Scale workflows at enterprise level by leveraging automation, dashboards, and human-in-the-loop QA