Join us at MotionLab.Berlin on September 26 for the Munich Physical AI Workshop and Meetup, co-presented by Nebius and Voxel51. Seats are limited, Pre-registration is mandatory.

Date, Time and Location Sep 26, 2026 1:30 PM - 4:30 PM CEST MotionLab.Berlin, Bouchéstraße 12/Halle 20, 12435 Berlin

Meetup Agenda

5:30–6:30 PM

  • Networking, food, drinks, and lightning talks

Workshop Agenda

This hands-on session uses DROID, a real-world robotics dataset loaded into FiftyOne as a native multimodal MCAP recording, and YOLO11n, fine-tuned live during the session.

6:30–7:30 PM

  • Welcome + framing: from raw robot logs to a trained detector
  • Explore a real DROID robotics recording in FiftyOne's native multimodal MCAP viewer: camera, proprioception, and language on one synced timeline, no ROS install required
  • Curate: extract and browse frames from the recording, filter and deduplicate
  • Compute embeddings on the curated frames; explore via similarity search and embeddings visualization (via Nebius Serverless AI Jobs)

7:30–8:00 PM

  • Auto-label: open-vocabulary detection to generate bounding boxes for the robot gripper and target objects
  • Train: fine-tune a YOLO11n detector on the auto-labeled frames (via Nebius Serverless AI Jobs)
  • Evaluate results and close the loop: view predictions back on the original MCAP timeline

8:00–8:30 PM

  • What else Nebius offers: Token Factory walkthrough, chat/vision models, fine-tuning, credits
  • ai