Lightweight grading segmentation network for powdery mildew based on model pruning and knowledge distillation

Real-time, on-device segmentation of rubber tree powdery mildew is crucial for smart agriculture, yet existing deep learning models often fail to balance accuracy with computational efficiency. While large models can be precise, their high complexity hinders deployment on terminal devices; conversel...

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Bibliographic Details
Main Authors: Yuheng Li, Lisha Ye, Yu Zhang, Lijuan Zhou, Qian Chen
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Smart Agricultural Technology
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Online Access:http://www.sciencedirect.com/science/article/pii/S2772375525005507
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