Presentations · 2026.09.16

Closing perception-data gaps through monitoring and generation

Closed-Loop Data Gap Mitigation for Safe AI Perception

Overview

The poster describes selecting frames and objects with ASAM OpenLABEL and JSON-configured requirements to examine ODD coverage gaps. Generated weather/lighting variations feed an iterative process whose usefulness is assessed through comparative training with synthetic and real data.

Publication and version information

One-page research poster in the materials for the 16 September 2026 IAA Transportation midterm event.

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