将 DEEL 工具箱应用于 LARD.pdf

1、 DEEL-All rights reserved to IVADO,IRT Saint Exupry,CRIAQ and ANITI.Confidential and proprietary documentDEEL Certification Mission DEEL Core TeamApplying the DEEL Toolboxon LARDMlanie Ducoffe,Maxime Carrere,Lo Fliers,Adrien Gauffriau,Christophe Gabreau,Jean-Brice Ginestet,Franck Mamalet,Claire Page

2、tti,Thierry SammourThierry Daubos,Corentin Friedrich,Agustin Martin Picard,Vincent Mussot,Paul Novello,Yannick Prudent,David Vigouroux DEEL-All rights reserved to IVADO,IRT Saint Exupry,CRIAQ and ANITI.Confidential and proprietary document323/04/2025Norms®ulation How to integrate IA in critical s

3、ystems?AI Act EASA Concept Paper ARP 6983EN 50716 SAE J3061UEUELearning assurance from EASA DEEL-All rights reserved to IVADO,IRT Saint Exupry,CRIAQ and ANITI.Confidential and proprietary documentTransparency?Robustness?Training setTrain modelNeural NetworkUnseen dataMake predictionsA typical ML pro

4、cessGeneralisation?Performance guarantees?Representativeness?Biases?Relevance?DEEL-All rights reserved to IVADO,IRT Saint Exupry,CRIAQ and ANITI.Confidential and proprietary documentLARDLanding Approach Runway Detection DEEL-All rights reserved to IVADO,IRT Saint Exupry,CRIAQ and ANITI.Confidential

5、and proprietary documentLARD6TASK:Autonomous vision-based landing23/04/2025 DEEL-All rights reserved to IVADO,IRT Saint Exupry,CRIAQ and ANITI.Confidential and proprietary documentLARD:System-level ODD7TASK:Autonomous vision-based landingDefining a Generic landing approach cone:23/04/2025Operational

6、 Design Domain DEEL-All rights reserved to IVADO,IRT Saint Exupry,CRIAQ and ANITI.Confidential and proprietary documentLARD:ML Constituent8Intended function 1(VBL intended function):Pose estimation of the aircraft with respect to the runway when the aircraft flies within the generic landing approach