Скачать или смотреть Margakshat – AI Powered Smart Road Damage Reporting System | SAMVED 2026 | TEAM-AlgoAura

Margakshat is an AI-powered Smart Road Damage Reporting and Rapid Response System developed for SAMVED 2026.

Road damage such as potholes and cracks often leads to accidents, traffic congestion, and delayed repairs due to manual complaint handling. Margakshat provides a centralized, intelligent platform that connects citizens, municipal officials, and contractors in a transparent and efficient workflow.
Key Features:

📸 Image-based road damage reporting with auto GPS tagging

🤖 AI-powered pothole detection using YOLOv8 + OpenCV

📊 Severity assessment & priority scoring

🗺 GIS-based live map & heatmap visualization

🏢 Admin dashboard for verification & contractor assignment

👷 Contractor portal with before/after repair updates

💬 Community forum for public discussions & updates

🎤 Voice-enabled chatbot assistance

🛠 Technologies Used:

YOLOv8 for damage detection

OpenCV for image preprocessing

MongoDB for complaint data storage

AWS S3 for secure image storage

GIS & Map APIs for geo-visualization

LLM + Voice APIs for chatbot support

Margakshat transforms traditional road complaint systems into a data-driven, AI-validated, and real-time smart governance solution, helping cities improve road safety, transparency, and repair efficiency.