AlertView

AlertView is a real-time disaster image annotation, search, and response system that leverages AWS services and advanced machine learning models to provide actionable insights during disaster events.

Features

• Real-time data ingestion using AWS Kinesis
• Automated image annotation with Amazon SageMaker
• Metadata extraction and storage in DynamoDB
• Real-time search and filtering using Pinecone
• Interactive Streamlit dashboard for user queries and visualizations
• Chatbot integration for alerting government officials and resource allocation

Setup

1. Install the required Python packages:

   pip install -r requirements.txt

2. Deploy the infrastructure using AWS CloudFormation or Terraform.

3. Configure the AWS services and integrate them with your application.

4. Run the Streamlit dashboard:

   streamlit run frontend/streamlit_dashboard/dashboard.py

Contributing

Contributions are welcome! Please open an issue or submit a pull request for any improvements or bug fixes.