BS Project supervised by Dr. Jahangir Arshad has been selected for the IGNITE Project Competition, 2023-2024.

Title: Intelligent Cattle Health Monitoring System Using Federated Learning, Body Area Sensors and IoT Platform

This cattle health monitoring system provides monitoring of cattle health to ensure the minimum human intervention. A system has been designed and developed to aid the intelligent cattle health monitoring system by using machine learning techniques. The system includes multiple sensor nodes, each having a body area sensor that is connected to the IoT platform through a controller. As novelty, the prototype has been trained and evaluated using a federated learning technique. The system warns the owner about specific diseases such as fever, mastitis, foot and mouth disease, and ketosis. The presented results validate the proposal as it diagnoses the prescribed viral diseases precisely.