Deep learning for image-based detection of weeds from emergence to maturity in wheat fields

Deep learning for image-based detection of weeds from emergence to maturity in wheat fields

Effective weed control in wheat (Triticum aestivum L.) fields is crucial for optimizing production and ensuring food security in semi-arid regions. The implementation of deep learning for weed detection could enable precise weed management, leading to enhanced wheat yield, increased income for growe...

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Bibliographic Details
Main Authors: Mustafa Guzel, Bulent Turan, Izzet Kadioglu, Alper Basturk, Bahadir Sin, Amir Sadeghpour
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
Subjects:
Weed detection
Deep learning
Growing stages
Wheat
YOLOv5
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524001576
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