Advancing common bean (Phaseolus vulgaris L.) disease detection with YOLO driven deep learning to enhance agricultural AI
Most Cited Paper
in Plant Virus Research Studies
18 Months Post-Publication
Class of 2026
“Advancing common bean (Phaseolus vulgaris L.) disease detection with YOLO driven deep learning to enhance agricultural AI”
A research intelligence initiative by Pepkio
pri.pepkio.com/top-papers/plant-virus-research-studies/2026/
Topics
Phaseolus vulgaris · Angular Leaf Spot (ALS) · Common Bacterial Blight (CBB) · Common Bean Mosaic Virus (CBMV) · Bean Rust · Anthracnose · YOLOv7 · YOLOv8 · YOLO-NAS · object detection · data augmentation · whole leaf annotation · micro annotation · whole pod annotation · mAP (mean Average Precision) · Android app deployment · DLOps (Deep Learning Operations) · field image dataset · disease hotspots Africa and Colombia
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Pepkio Research Index (PRI). Topics and Trends in Most Cited Plant Virus Research Studies Papers, Class of 2026. https://pri.pepkio.com/top-papers/plant-virus-research-studies/2026. Accessed 2026-07-17. Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459