Enhancing disease detection with weight initialization and residual connections using LeafNet for groundnut leaf diseases

N Paramanandham, S Sundhar, P Priya - IEEE Access, 2024 - ieeexplore.ieee.org
Groundnut is a crucial crop on a global scale and is facing considerable decrease in yield
due to leaf diseases. This makes it essential for the prompt identification of these diseases to …

Plant Leaf Disease Detection Using EfficientNetB7 and L1-Regularized Neural Networks

B Suvarna, RV Sagar, T Havish… - 2024 IEEE 3rd World …, 2024 - ieeexplore.ieee.org
The Indian economy heavily relies on agriculture, making it crucial to address plant diseases
promptly to prevent significant losses in production and economic setbacks. Manual …

Transforming Crop Health Monitoring: Fine-Tuned InceptionV3 for Groundnut Disease Classification

A Kaur, R Sharma, A Jain… - 2024 Asia Pacific …, 2024 - ieeexplore.ieee.org
The militant and interactive role of diseases in groundnut (Arachis hypogaea) consists of
crop yield, quality, and food safety. Conventional processes of disease identification, mainly …