Bayesian optimized CNN ensemble for efficient potato blight detection using fuzzy image enhancement

Abstract Potato blight is a serious disease that affects potato crops and leads to substantial agricultural and economic losses. To enhance detection accuracy, we propose Bayesian Optimized CNN Weighted Ensemble Potato Blight Detection, a deep learning-based approach that optimizes CNN models throug...

Full beskrivning

Bibliografiska uppgifter

Huvudupphov:	Achin Jain, Arun Kumar Dubey, Vincent Shin-Hung Pan, Saoucene Mahfoudh, Turki A. Althaqafi, Varsha Arya, Wadee Alhalabi, Sunil K. Singh, Vanita Jain, Arvind Panwar, Sudhakar Kumar, Ching-Hsien Hsu, Brij B. Gupta
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	Nature Portfolio 2025-08-01
Serie:	Scientific Reports
Ämnen:	Potato blight detection CNN Optimizer Bayesian optimization Ensemble learning
Länkar:	https://doi.org/10.1038/s41598-025-15940-7
Taggar:	Lägg till en tagg Inga taggar, Lägg till första taggen!