Sushant Chamoli

Synergistic Solutions: Federated Learning Meets CNNs in Soybean Disease Classification

2024

Modern agricultural demands call for creative, scalable, and flexible solutions, particularly for the early diagnosis and control of crop diseases. Using a Convolutional Neural Network (CNN) model and federated learning across five clients—O1 to O5—this …