A Lightweight and Efficient Plant Disease Detection Method Integrating Knowledge Distillation and Dual-Scale Weighted Convolutions

A Lightweight and Efficient Plant Disease Detection Method Integrating Knowledge Distillation and Dual-Scale Weighted Convolutions

Plant diseases significantly undermine agricultural productivity. This study introduces an improved YOLOv10n model named WD-YOLO (Weighted and Double-scale YOLO), an advanced architecture for efficient plant disease detection. The PlantDoc dataset was initially enhanced using data augmentation techn...

Full description

Saved in:
Bibliographic Details
Main Authors: Xiong Yang, Hao Wang, Qi Zhou, Lei Lu, Lijuan Zhang, Changming Sun, Guilu Wu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Algorithms
Subjects:
plant disease
WD-YOLO
knowledge distillation
dual-scale convolution
weighted concat
Online Access:https://www.mdpi.com/1999-4893/18/7/433
Tags: Add Tag
No Tags, Be the first to tag this record!
Be the first to leave a comment!
You must be logged in first

Similar Items