Viro-Scope

ViroScope - Global Disease Outbreak Monitoring System 🧑‍⚕️📈 Overview ViroScope is a cutting-edge, real-time data pipeline designed to track and analyze global health data, providing early warnings of potential disease outbreaks. By leveraging public health-related data, AI-powered data processing, and Fluvio's real-time data streaming capabilities, this system offers a comprehensive solution for monitoring, detecting, and responding to emerging health threats on a global scale. Table of Contents 📑 Features Technology Stack YouTube Demonstration Requirements Installation Usage Contribution Support Features 🌟 Real-time data processing pipeline using Fluvio CLI and FLuvio' python SDK, and Time Series Forecasting using LSTM model Predictions analysis & Anomaly detection: identify potential health outbreaks by understanding future trends of disease-related searches Model evaluation & visualization Technology Stack ⚙️ python with flask framework fluvio CLI & fluvio python SDK pandas, numpy for data preprocessing scikit-learn, keras for model creation and training matplotlib for visualization YouTube Demonstration 📹 Watch the video Requirements 🧰 Python 3.7 or higher