Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAP

Alya Zouzou, Léo andéol, Mélanie Ducoffe +1

We explore the use of conformal prediction to provide statistical uncertainty guarantees for runway detection in vision-based landing systems (VLS). Using fine-tuned YOLOv5 and YOL…