A HIERARCHICAL DISTRIBUTED EDGE AI FRAMEWORK FOR REAL-TIME APPLE LEAF DISEASE CLASSIFICATION
提出两级边缘AI框架，用RGB图像实时分类苹果叶片病害。
果树
苹果、柑橘、猕猴桃、葡萄、热带亚热带果树
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DefoliationCAM:面向葡萄藤食叶严重度实时评估的边缘AI系统 [预印本]
提出太阳能边缘AI系统DefoliationCAM，实时评估葡萄藤食叶严重度并远程传输。
Real-time on-tree Korla pear grading with a shared ordinal–anomaly descriptor field
提出共享序数-异常描述子场，实现树上库尔勒香梨实时分级。
Lightweight Detection of Blueberries at Different Maturity Stages in Complex Orchard Environments(YOLOv12n+SHSA2C2f+知识蒸馏)
提出轻量YOLOv12n改进模型，实现复杂果园中多成熟期蓝莓的实时检测。