Open access
Jul 2026
Enhancing Plant Disease Detection through Machine Learning: A Study on CNN, SVM, VGG19, and ResNet
The study introduces a unique multi-model benchmarking infrastructure, which includes both automated disease classification and a prescriptive treatment engine and an inclusive text-to-speech interface, showing that shallow CNN networks can be more accurate than deeper ones and creating a pipeline of precision agricult...
C. Tripathi, V. Taksande, U. Patel et al.
· African Journal Of Applied R... · 0 citations