DOGE Hackathon

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EmergencyCore: an AI-driven tools to optimize disaster response, resource allocation & coordination.

EmergencyCore

Nickson K Rop

dr_rabiyaa

Tayyabamustafa

abdullah787

EmergencyCore is an advanced disaster management system designed to help emergency responders by providing real-time disaster analysis, weather predictions, and damage assessments. 

Key Features:
Disaster Report Analysis:

Users input disaster reports with urgency levels. The system analyzes the report using Grok AI to classify the disaster, assess severity, and provide safety recommendations.
Weather Forecasting:

Users can get weather predictions for any location, including risk assessments and safety tips based on weather conditions.
Damage Assessment:

Users upload images showing disaster damage. The system processes the image to assess the extent of the damage and offers initial feedback for further action.
Aid Recommendation System:

The app predicts the type of aid required based on factors like deaths, disaster duration, and cost, using a trained Random Forest model.
User Interface:

Built with Gradio, the app features an intuitive interface for easy reporting, weather requests, and damage image uploads.
Technologies Used:
Python: Main programming language for backend.
Grok AI: Analyzes disaster reports and generates insights.
Gradio: Creates the interactive interface for user input and displaying results.
Scikit-learn: Used for training machine learning models, such as the Random Forest model for aid recommendations.
Pandas: Manages and processes disaster data for machine learning.
How It Works:
Disaster Report Analysis: The user inputs a report, which is processed by Grok to classify the disaster and suggest necessary actions.
Weather Forecasting: The app provides location-based weather forecasts with risk assessments.
Damage Assessment: Users upload images of the damage, and the system evaluates them, suggesting follow-up actions.

EmergencyCore is an advanced disaster response system that integrates AI models for disaster analysis, weather forecasting, and damage assessment. It uses Grok for real-time disaster analysis and provides weather predictions and aid recommendations. 

"EmergencyCore team on DOGE Hackathon Hackathon"

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