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Research on Plant Leaf Disease Detection Method Based on Improved YOLOv11

Journal of Biosystems Engineering · 24 Sept 2025 · 10.1007/s42853-025-00276-x

Abstract

Abstract has not been obtained from indexed metadata or an accessible article page.

Plant phenotyping relevance

植物葉の病害検出法そのものの改良を主題としており、植物の病徴・病害状態を画像から推定する方法開発に該当する。

titleResearch on Plant Leaf Disease Detection Method Based on Improved YOLOv11

Code and data availability

The paper's own generated datasets are not publicly available (available only from the corresponding author upon request), but the authors explicitly cite a public Roboflow Universe plant-disease dataset used as their benchmark, which is a paper-specific, publicly actionable asset. No author analysis code or trained AD

Datasetpublic

Roboflow Universe (2024). 1112. Train model dataset [EB/OL]. July 2024. Available at https://universe.roboflow.com/1112-1p9z6/train-model-izydu . Accessed 12 Mar 2025

Open resource ↗Roboflow Universe · train-model-izydu · lines:100-149

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