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03WEB APP

UrbanSetu

AI-powered civic issue reporting — residents report problems, AI routes them to the right authority.

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UrbanSetu

Overview

UrbanSetu connects citizens with local authorities for faster, more efficient problem-solving. Residents capture a photo of a civic issue — pothole, garbage, broken streetlight — and the on-device TensorFlow.js model classifies it and routes it automatically to the correct department. Real-time tracking from submission to resolution.

Highlights

  • —On-device AI classifies: Pothole, Garbage, Sewage, StreetLight, FallenTree
  • —Auto-routes to Road Authority, Sanitation, Water Board, Electrical, Parks dept
  • —Mobile-first — camera capture, GPS location, real-time status tracking
  • —Admin dashboard with live map, analytics, and bulk complaint management

Stack

Frontend

React 18 + Tailwind CSS + Framer Motion

Maps

Leaflet.js + Google Maps

AI/ML

TensorFlow.js + Teachable Machine (on-device)

Auth

Google OAuth + phone number

Routing

React Router DOM

Role

Solo builder — design, development, and deployment.