Open access
Aug 2026
A Comparative Study of Deep Learning-Based Pest Detection Models with Interpretability and Deployment Strategies for Medicinal Plants
A comparative analysis of five deep learning models, namely Basic CNN, VGG16, ResNet50, VGG32, and the proposed CFNET, which is based on EfficientNetB3, for binary pest detection in medicinal plants confirms CFNET's suitability for mobile and edge-based agricultural monitoring systems.
Shreelakshmi Cadapa Manjunath, Channakrishna Raju
· Engineering, Technology &... · 0 citations