authors

• Kumar, Satrughan
• Sharma, Yogesh Kumar
• Manish Kumar, MD
• Lilhore, Umesh Kumar
• Aldossary, Sultan Mesfer A
• Simaiya, Sarita
• Khan, Md Monish
• Hussien, Shimaa A
• Ghith, Ehab Seif

publication date

• February 2, 2026

published in

• Scientific reports  Journal

has subject area

• Classification Algorithms
• Convolutional Neural Networks
• Deep Learning
• Ensemble Learning
• Fuzzy Logic
• Generative Adversarial Networks
• Image Processing, Computer-Assisted
• Plant Diseases
• Soft Computing
• Solanum lycopersicum

Keywords

• Agricultural Image Analysis
• Conditional GAN (C-GAN)
• Deep Convolutional Neural Networks (CNNs)
• Fuzzy Logic
• Hybrid Ensemble Learning
• Tomato Disease Classification

Digital Object Identifier (DOI)

• https://doi.org/10.1038/s41598-026-36524-z

PubMed ID

• 41629385

start page

end page

volume

• 16

issue

• 1