Can I read YOLOv8 for Plant Disease Detection on EtoBox?
YOLOv8 for Plant Disease Detection by samwel.ochieng21 is a document available to read on EtoBox.
What is YOLOv8 for Plant Disease Detection about?
This study evaluates the performance of an optimized YOLOv8 model for plant disease detection, integrating GhostNet and Coordinate Attention mechanisms to enhance accuracy and efficiency. The proposed model outperformed traditional YOLOv8, achieving a mean Average Precision (mAP) score of 72.2% with transfer learning and 69.3% without it. The research highlights the importance of early disease detection in agriculture to mitigate food insecurity and improve crop yields.
- Author
- samwel.ochieng21
- Language
- EN