An improved small object detection CTB-YOLO model for early detection of tip-burn and powdery mildew symptoms in coriander (Coriandrum sativum) for indoor environment using an edge device

An improved small object detection CTB-YOLO model for early detection of tip-burn and powdery mildew symptoms in coriander (Coriandrum sativum) for indoor environment using an edge device

Indoor cultivation of coriander (Coriandrum sativum) ensures a steady supply to meet year-round consumer demand; however, tip-burn and powdery mildew significantly challenge indoor coriander production. Early and accurate detection of these symptoms is critical for maintaining yield and quality, yet...

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Bibliographic Details
Main Authors: Parwit Chutichaimaytar, Zhang Zongqi, Kriengkri Kaewtrakulpong, Tofael Ahamed
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Smart Agricultural Technology
Subjects:
Coriander
Tip-burn
Powdery mildew
YOLO
Indoor farming
Disease detection
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375525003740
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http://www.sciencedirect.com/science/article/pii/S2772375525003740

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