Showing cs.CVShow all
2 papers · 1 filter
cs.CV2024
ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection
Martin Aubard, László Antal, Ana Madureira +2
This paper introduces ROSAR, a novel framework enhancing the robustness of deep learning object detection models tailored for side-scan sonar (SSS) images, generated by autonomous…
cs.CV2024
Knowledge Distillation in YOLOX-ViT for Side-Scan Sonar Object Detection
Martin Aubard, László Antal, Ana Madureira +1
In this paper we present YOLOX-ViT, a novel object detection model, and investigate the efficacy of knowledge distillation for model size reduction without sacrificing performance.…