2023 IEEE International Conference on Fuzzy Systems (FUZZ) 2023
DOI: 10.1109/fuzz52849.2023.10309803
|View full text |Cite
|
Sign up to set email alerts
|

Explainable AI for Deep Learning Based Potato Leaf Disease Detection

Siwar Bengamra,
Ezzeddine Zagrouba,
André Bigand

Abstract: The field of agriculture research has been transformed by deep learning, which has demonstrated impressive capabilities in detecting and classifying plant disease from leaf images. Although several deep learning-based models are proposed, they are considered as blackbox, lack transparency and are notoriously difficult to interpret. Recently, eXplainable Artificial Intelligence (XAI) methods has demonstrated the potential to interpret the model decision-making process through saliency explanations that highligh… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Year Published

2024
2024
2025
2025

Publication Types

Select...
4
1

Relationship

0
5

Authors

Journals

citations
Cited by 6 publications
references
References 25 publications
0
0
0
Order By: Relevance