vaillantm/AI-Crime-Prediction

The AI-Based Crime Prediction System is a machine learning-powered tool designed to analyze historical crime data and predict the likelihood of future crimes in Rwanda # AI-Based Crime Prediction System ## Overview The AI-Based Crime Prediction System is a machine learning-powered tool designed to analyze historical crime data and predict the likelihood of future crimes in Rwanda. This project aims to provide a data-driven approach to crime prevention and resource allocation for law enforcement agencies. ## Features - **Data Analysis**: Analyzes historical crime data to identify patterns and trends. - **Crime Prediction**: Develops a machine learning model to predict the likelihood of future crimes. - **User Interface**: Provides a user-friendly interface for visualizing and interacting with the crime prediction data. ## Technology Stack - **Programming Language**: Python - **Data Processing**: CSV data processing - **Machine Learning**: Various ML algorithms for prediction - **Web Application**: Built using the Streamlit framework ## License This project is open-source and available under the MIT License. ## Installation To install and run the project, follow these steps: 1. Clone the repository: ```bash git clone github.com ``` 2. Navigate to the project directory: ```bash cd AI-Crime-Prediction ``` 3. Install the required dependencies: ```bash pip install -r requirements.txt ``` 4. Run the application: ```bash streamlit run app.py ``` ## Contributing Contributions are welcome! Please open an issue or submit a pull request for any enhancements or bug fixes.