VishalKumar-S/Predictive_Guardians
Predictive Guardians: An AI-driven crime prevention solution utilizing advanced analytics, machine learning, and optimization. Uncover crime patterns, profile offenders, forecast trends, and allocate resources optimally. Empower agencies with actionable insights to proactively build safer communities. 🚔💻🌍
Implements temporal, spatial, and hotspot analysis with interactive choropleth mapping to visualize crime distribution across districts. Features a recidivism prediction module using demographic and criminal history factors, plus an optimization algorithm for dynamic police resource allocation based on crime severity and sanctioned strengths. Built as a Streamlit web application with continuous learning capabilities through user feedback integration and alert monitoring systems.
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Language
Python
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Last pushed
Mar 08, 2025
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