<scp>YOLOv11n</scp> for precision agriculture: lightweight and efficient detection of guava defects across diverse conditions

These results highlight YOLOv11n's potential for agricultural applications, such as automated defect detection and quality control, which require high accuracy and real-time performance across diverse conditions. This analysis provides insights into deploying YOLO models for agricultural quality assessment to enhance the efficiency and reliability of postharvest management. © 2025 Society of Chemical Industry.

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Publication Details

Journal
Journal of the Science of Food and Agriculture
Published
2025-05-05
DOI
https://doi.org/10.1002/jsfa.14331
Citations
9
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
15.75
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article

YOLOv11n for precision agriculture: lightweight and efficient detection of guava defects across diverse conditions

G. Madasamy Raja, P. Pathmanaban, Chanchal Antony, P. Selvaraju
9 citations
Journal of the Science of Food and Agriculture
Smart Agriculture and AI
15.75
article

YOLOv11n for precision agriculture: lightweight and efficient detection of guava defects across diverse conditions

G. Madasamy Raja, P. Pathmanaban, Chanchal Antony, P. Selvaraju
article en
9 citations

Abstract

These results highlight YOLOv11n's potential for agricultural applications, such as automated defect detection and quality control, which require high accuracy and real-time performance across diverse conditions. This analysis provides insights into deploying YOLO models for agricultural quality assessment to enhance the efficiency and reliability of postharvest management. © 2025 Society of Chemical Industry.

Journal of the Science of Food and AgricultureVol. 105(11)
Saveetha University (IN)
Zero hunger
Openalex Percentile: Top 1%
Smart Agriculture and AI
15.75
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