Global Disaster Network
Global Disaster Network (GDN): AI-Powered Disaster Resilience and Reliable Community Connection Platform
ビデオ
説明
### Global Disaster Network (GDN) - Disaster Management Platform
Overview
The Global Disaster Network (GDN) is a comprehensive platform for disaster prediction, monitoring, and response. It empowers communities with real-time tools, AI-driven predictions, and educational resources to mitigate the impact of natural disasters.
Key Features
- Prediction Map: AI-powered disaster forecasting (floods, wildfires, etc.) with nearest hospital locator and interactive risk zones.
- Previous Disasters: Searchable database with detailed reports on past disasters for better preparedness.
- Latest News: Real-time disaster news updates with localized filters and alerts.
- Community Connectivity: Report disasters, communicate with others, and join a community forum for support.
- Authority Login: Centralized dashboard for authorities to monitor and coordinate disaster response.
- Chatbot: AI chatbot for instant disaster info, safety tips, and real-time assistance in multiple languages.
- API Documentation: Public API to access disaster data (GET /disasters/) with authentication and rate limits.
- Educational Videos: Curated YouTube videos on disaster management, tailored by disaster type and region.
Project Progress
- Apps Built: news, dashboard, prediction, apidocs, chatbot, community, home, education.
- User Experience: Floating sidebar with lime-colored icons, hover labels, and responsive design.
- Deployment: Hosted on PythonAnywhere at https://globaldisasternetwork.pythonanywhere.com/home/
- Prediction Tracking: Used Weights & Biases to monitor XGBoost predictions.
ハッカソンの進行状況
The Global Disaster Network (GDN) is a comprehensive platform for disaster prediction, monitoring, and response. It empowers communities with real-time tools, AI-driven predictions, and educational resources to mitigate the impact of natural disasters. Key Features Prediction Map: AI-powered disaster forecasting (floods, wildfires, etc.) with nearest hospital locator and interactive risk zones. Previous Disasters: Searchable database with detailed reports on past disasters for better preparedness. Latest News: Real-time disaster news updates with localized filters and alerts. Community Connectivity: Report disasters, communicate with others, and join a community forum for support. Authority Login: Centralized dashboard for authorities to monitor and coordinate disaster response. Chatbot: AI chatbot for instant disaster info, safety tips, and real-time assistance in multiple languages. API Documentation: Public API to access disaster data (GET /disasters/) with authentication and rate limits. Educational Videos: Curated YouTube videos on disaster management, tailored by disaster type and region. Project Progress Apps Built: news, dashboard, prediction, apidocs, chatbot, community, home, education. User Experience: Floating sidebar with lime-colored icons, hover labels, and responsive design. Deployment: Hosted on PythonAnywhere Prediction Tracking: Used Weights & Biases to monitor XGBoost predictions.