A novel fine-tuned deep-learning-based multi-class classifier for severity of paddy leaf diseases

A novel fine-tuned deep-learning-based multi-class classifier for severity of paddy leaf diseases

IntroductionPaddy leaf diseases have a catastrophic influence on the quality and quantity of paddy grain production. The detection and identification of the intensity of various paddy infections are critical for high-quality crop production.MethodsIn this paper, infections in paddy leaves are consid...

Full description

Bibliographic Details
Main Authors: Shweta Lamba, Vinay Kukreja, Junaid Rashid, Thippa Reddy Gadekallu, Jungeun Kim, Anupam Baliyan, Deepali Gupta, Shilpa Saini
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Plant Science
Subjects:
severity detection
multi-class classification
paddy diseases
severity classification
generative adversarial network
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1234067/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1234067/full

Similar Items