Certified ML Object Detection for Surveillance Missions
<|reference_start|>Certified ML Object Detection for Surveillance Missions: In this paper, we present a development process of a drone detection system involving a machine learning object detection component. The purpose is to reach acceptable performance objectives and provide sufficient evidences, required by the recommendations (soon to be published) of the ED 324 / ARP 6983 standard, to gain confidence in the dependability of the designed system.<|reference_end|>
@article{belcaid2024certified,
    title={Certified ML Object Detection for Surveillance Missions},
    author={Mohammed Belcaid (C-S Group), Eric Bonnafous, Louis Crison, Christophe
  Faure (C-S Group), Eric Jenn, Claire Pagetti},
    journal={12th European Congress on Embedded Real Time Software and Systems,
  Jun 2024, Toulouse, France},
    year={2024},
    archivePrefix={arXiv},
    eprint={2406.12362},
    primaryClass={cs.AI}
}