L2MXception: an improved Xception network for classification of peach diseases

Abstract Background Peach diseases can cause severe yield reduction and decreased quality for peach production. Rapid and accurate detection and identification of peach diseases is of great importance. Deep learning has been applied to detect peach diseases using imaging data. However, peach disease...

Full description

Bibliographic Details
Main Authors: Na Yao, Fuchuan Ni, Ziyan Wang, Jun Luo, Wing-Kin Sung, Chaoxi Luo, Guoliang Li
Format: Article
Language:English
Published: BMC 2021-04-01
Series:Plant Methods
Subjects:
Online Access:https://doi.org/10.1186/s13007-021-00736-3