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Certified ML Object Detection for Surveillance Missions

2024-06-18Unverified0· sign in to hype

Mohammed Belcaid, Eric Bonnafous, Louis Crison, Christophe Faure, Eric Jenn, Claire Pagetti

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Abstract

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.

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