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RoadIQ 🚧🧠

AI-Powered Road Damage Detection & Repair Priority System
Samved – A Smart Governance Hackathon


πŸ“Œ Problem Statement

Road Condition Monitoring System: automated detection, reporting, prioritization, and monitoring of road conditions (potholes, cracks) using computer vision and data analytics.


βœ… Features

  • Detects road damage (potholes / cracks) from image/video
  • Severity estimation (Low / Medium / High)
  • Priority scoring for repair planning
  • Report storage + status tracking
  • Admin dashboard for monitoring and analytics

πŸ—οΈ Architecture (High Level)

User Upload (Image/Video + Location)
β†’ FastAPI Backend
β†’ YOLO + OpenCV Inference Service
β†’ Database (Reports + Status)
β†’ Dashboard (Streamlit/React)


πŸ› οΈ Tech Stack

AI/ML: Python, OpenCV, YOLO (PyTorch)
Backend: FastAPI
Dashboard: Streamlit
Database: PostgreSQL / MongoDB


πŸ“ Project Structure

RoadIQ/
│── README.md
│── docs/
│── src/
│── tests/
│── requirements.txt

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AI-powered road damage (pothole/crack) detection and repair priority system for smart governance using YOLO, FastAPI, and Streamlit.

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