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Linguistic Explanations of Black Box Deep Learning Detectors on Simulated Aerial Drone Imagery

Deep learning has become increasingly common in aerial imagery analysis. As its use continues to grow, it is crucial that we understand and can explain its behavior. One eXplainable AI (XAI) approach is to generate linguistic summarizations of data and/or models. However, the number of summaries can...

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Detalles Bibliográficos
Autores principales: Alvey, Brendan, Anderson, Derek, Keller, James, Buck, Andrew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10422417/
https://www.ncbi.nlm.nih.gov/pubmed/37571666
http://dx.doi.org/10.3390/s23156879