Deployable Deep Learning for Cross-Domain Plant Leaf Disease Detection via Ensemble Learning, Knowledge Distillation, and Quantization

Deployable Deep Learning for Cross-Domain Plant Leaf Disease Detection via Ensemble Learning, Knowledge Distillation, and Quantization

Accurate leaf disease detection via smartphone-based deep learning holds immense potential for mitigating global crop losses. However, significant deployment challenges persist when transitioning from controlled laboratory environments to real-world agricultural conditions. Despite recent advances,...

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Bibliographic Details
Main Authors: Mohammad Junayed Hasan, Suvodeep Mazumdar, Sifat Momen
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Cross-domain generalization
data imbalance
deep learning
deployment
ensemble learning
explainable AI
Online Access:https://ieeexplore.ieee.org/document/11107438/
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