Explainable Deep Learning to Classify Royal Navy Ships

Explainable Deep Learning to Classify Royal Navy Ships

We research how deep learning convolutional neural networks can be used to automatically classify the unique data set of black-and-white naval ships images from the Wright and Logan photographic collection held by the National Museum of the Royal Navy. We contrast various types of deep learning meth...

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Bibliographic Details
Main Authors: Bart Baesens, Amy Adams, Rodrigo Pacheco-Ruiz, Ann-Sophie Baesens, Seppe Vanden Broucke
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks
deep learning
explainability
digitised archives
image classification
royal navy
Online Access:https://ieeexplore.ieee.org/document/10371273/

Internet

https://ieeexplore.ieee.org/document/10371273/

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