Emmanuel Yahaya

Explainable Artificial Intelligence for Plant Disease Detection: A Scoping Review of Models, Interpretability, and Real-World Challenges

The application of artificial intelligence (AI) in plant disease detection has rapidly advanced, enabling accurate, timely, and automated diagnosis from image data. Deep learning models, particularly convolutional neural networks (CNNs) and hybrid architectures, have demonstrated high classification performance, often...