A New Deep Learning-based Dynamic Paradigm Towards Open-World Plant Disease Detection

Plant disease detection has made significant strides thanks to the emergence of deep learning. However, existing methods have been limited to closed-set and static learning settings, where models are trained using a specific dataset. This confinement restricts the model’s adaptability when encounter...

Full description

Bibliographic Details
Main Authors: Jiuqing Dong, Alvaro Fuentes, Sook Yoon, Hyongsuk Kim, Yongchae Jeong, Dong Sun Park
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1243822/full