The rapid digitalization of agriculture has resulted in an unprecedented surge in data
collection, necessitating this way the privacy protection in innovative data analytics …

This study examines how a Convolutional Neural Network (CNN) model based on federated
learning may be used to categorize tomato leaf diseases. Four customers from each of the …

This study investigates a unique approach that combines federated learning with a
Convolutional Neural Network (CNN) to identify illnesses of the parsley leaf. It illustrates the …

This research employs federated learning using Convolutional Neural Networks (CNN)
across multi-institutional datasets to classify the severity of lung disease. The project …

This study paper gives a new way to find and classify diseases in papaya leaves using
federated learning with convolutional neural networks (CNN). The research is about finding …

The research study performs an experimental analysis of a federated learning system that
uses convolutional neural networks (CNNs) to detect and classify jute leaf diseases from …