Ghost-Attention-YOLOv8: Enhancing Rice Leaf Disease Detection with Lightweight Feature Extraction and Advanced Attention Mechanisms

In agricultural research, effective and efficient disease detection in crops is crucial for enhancing yield and sustainability. This study presents a novel approach to improving YOLOv8, a state-of-the-art object detection model, by integrating the Ghost model with three advanced attention mechanisms...

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Bibliographic Details
Main Authors: Thanh Dang Bui, Tra My Do Le
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:AgriEngineering
Subjects:
Online Access:https://www.mdpi.com/2624-7402/7/4/93
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