Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach

Plant disease diagnosis is very critical for agriculture due to its importance for increasing crop production. Recent advances in image processing offer us a new way to solve this issue via visual plant disease analysis. However, there are few works in this area, not to mention systematic researches...

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Veröffentlicht in:	IEEE transactions on image processing 2021-01, Vol.30, p.1-1
Hauptverfasser:	Liu, Xinda, Min, Weiqing, Mei, Shuhuan, Wang, Lili, Jiang, Shuqiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Agriculture Crop production Datasets Diagnosis Diseases feature aggregation Feature extraction fine-grained visual classification Image processing Image recognition Medical diagnosis Medical imaging Object recognition Plant disease recognition Plant diseases Plants (biology) reweighting approach Signs and symptoms Visualization
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