access.pdf (59.84 MB)

The Reality of High Performing Deep Learning Models: A Case Study on Document Image Classification

preprint

posted on 17.03.2022, 02:57 by Saifullah SaifullahSaifullah Saifullah, Stefan Agne, Andreas Dengel, Sheraz Ahmed

This paper presents an approach to interpret the predictions of deep learning models in the domain of document image classification.

History

Email Address of Submitting Author

saifullah.saifullah@dfki.de

ORCID of Submitting Author

0000-0003-3098-2458

Submitting Author's Institution

Deutsches Forschungszentrum für Künstliche Intelligenz

Submitting Author's Country

Germany

Usage metrics

Categories

Computing and Processing

Keywords

Explainability Interpretable Machine Learning Black Box Models Explainable Document Image Classification

Licence

Exports