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Communication Dans Un Congrès Année : 2024

Certified ML Object Detection for Surveillance Missions

Résumé

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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Dates et versions

hal-04614600 , version 1 (17-06-2024)

Identifiants

  • HAL Id : hal-04614600 , version 1

Citer

Mohammed Belcaid, Eric Bonnafous, Louis Crison, Christophe Faure, Eric Jenn, et al.. Certified ML Object Detection for Surveillance Missions. 12th European Congress on Embedded Real Time Software and Systems, Jun 2024, Toulouse, France. ⟨hal-04614600⟩
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