Elysia Quinn Smyers

AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulator

Designing robust machine learning systems remains an open problem, and there is a need for benchmark problems that cover both environmental changes and evaluation on a downstream task. In this work, we introduce AVOIDDS, a realistic object detection benchmark for the vision-based aircraft detect-and…