Exploring CycleGAN Technique for Improved Plant Disease Detection and Analysis

• Published in: ITM web of conferences Vol. 70; p. 3017
• Main Author: Ouyang, Luyi
• Format: Journal Article Conference Proceeding
• Language: English
• Published: Les Ulis EDP Sciences 2025
• Subjects: Classification; Generative adversarial networks; Medical imaging; Plant diseases

The threat of plant disease is a significant problem affecting the world, when untreated these diseases can affect food production. Diagnosis of these diseases in an un-delayed manner is very important, however, methods described in current use that only involve the use of sight are inefficient and...