Dec 8 - How to Let Long-tail Guide Your 3D Annotation Workshop

Raleigh AI, Machine Learning and Computer Vision Meetup Join us on Dec 8 for the “How to Let Long-tail Guide Your 3D Annotation” workshop with Eric Hofesmann.

Date, Time and Location

Dec 08, 2026 9:00 AM - 10:00 AM PST Online. Register for the Zoom!

Autonomous driving models rarely fail on the common case. They fail on the long-tail: the pedestrian stepping out from behind a parked truck or a construction zone that matches nothing in the training set. Each of those moments lives in synchronized multi-sensor data, made up of a LiDAR sweep, a ring of cameras, a timestamp, and a calibration. Fixing one means finding it, labeling it in 3D, and proving the next model handles it.

In this live session, we will take long-tail driving scenarios from discovery to 3D labels to evaluation, and make the case that 3D ground truth should be built where your data lives, not exported away from it.