jeafatkamano/Kleanmap

KleanMap is an AI-powered pollution monitoring platform for African cities. Citizens report waste, water, air & noise pollution on an interactive map. An AI engine predicts high-risk zones before they become critical. Built with Python/Flask + Leaflet.js. # Kleanmap KleanMap is an AI-powered pollution monitoring platform for African cities. Citizens report waste, water, air & noise pollution on an interactive map. An AI engine predicts high-risk zones before they become critical. Built with Python/Flask + Leaflet.js. # 🌍 KleanMap — AI-Powered Urban Pollution Monitoring Platform > **Piste : Reducing Public Pollution** — Tech Hub Africa Hackathon 2026 KleanMap is a citizen-powered AI platform that enables African communities to report, visualize, and **predict** urban pollution zones in real time — before they become critical. --- ## 🎯 The Problem African cities face a silent crisis: - **2M+** unmanaged waste dump sites across West Africa - **40%** of environmental disputes are preventable with early detection - Municipal authorities have **no centralized data** to prioritize interventions - Citizens have **no simple tool** to report pollution without bureaucracy --- ## 💡 The Solution KleanMap applies **industrial AI principles** (predictive maintenance, digital twins, process optimization) to urban pollution management: | Industrial AI Concept | KleanMap Application | |---|---| | Predictive maintenance | Predict pollution hotspots before they become critical | | Digital twin | Dynamic trust profile for each reported zone | | Process optimization | Automate municipal intervention prioritization | | IoT sensor data | Citizen behavioral signals → real-time risk score | --- ## ✨ Features ### 📍 Citizen Reporting - Report pollution in **30 seconds** — no account required - GPS location picker on interactive map - 4 pollution types: Waste, Water, Air, Noise - Severity levels 1–3 ### 🗺️ Real-Time Map - Live markers color-coded by severity - Filter by pollution type - Auto-refresh every 30 seconds - Built with **Leaflet.js + OpenStreetMap** (free, no API key) ### 🤖 AI Prediction Engine - Distance-weighted density scoring algorithm - Identifies high-risk zones **before** reports accumulate - Visual overl …