This research paper proposes a novel technique that utilizes the federated learning
framework and convolutional neural networks (CNN) to identify aloe vera leaf diseases. The …

The proposes an original method of detecting and classifying almond leaf diseases with a
CNN-federated learning framework. Aside from the four severity levels of almond leaf …

This study looks into how Federated Learning (FL) and Convolutional Neural Networks
(CNN) can be used in new ways to find and classify five types of Brinjal leaf diseases. The …

Abstract Internet of Things (IoT) assisted smart farming techniques are gradually being used
efficiently for identification and classification of vegetable plant diseases. Detection and …

This study explores the novel use of federated learning in conjunction with CNN for illness
classification in Aloe vera leaves. Five separate client-contributed classes of Aloe Vera leaf …

This study dives into the novel use of federated learning with convolutional neural networks
(CNN) for the diagnosis of illnesses in almond leaves. This paper examines five types of …