crowd-safety

Real-time crowd density estimation & interactive flow simulation powered by CSRNet. Trained on ShanghaiTech and custom Indian crowd datasets with FastAPI & Vite.

WariMind AI is an AI-powered crowd intelligence and safety platform for large-scale pilgrimages like the Pandharpur Wari. It uses computer vision, crowd-flow analytics, predictive risk scoring, and AI-driven decision support to detect congestion, assess crowd risk, and recommend real-time actions for authorities, volunteers, and pilgrims.

Offline, uncertainty-aware crowd-crush forecasting research platform. Human advisory only; not deployment certified.

See the bottleneck before it becomes a crush. An ops console that calibrates a crowd simulation from a real crowd photo, forecasts where density crosses published safety thresholds, and drafts the marshal advisory that reroutes people before it happens.

An Open Source Operating System for Temporary Cities

Real-time crowd-safety platform: YOLO + ByteTrack tracking, an explainable Crowd Stability Index, a FastAPI + WebSockets backend, a React command center and Arduino alerts.

SmartStadia is an advanced, AI-ready stadium management platform designed for live crowd coordination, safety, and fan experience. Features include interactive heatmaps, real-time security command center, RFID-linked family tracking, and high-performance smart routing. Built with React, Node.js, and Google Cloud Run for elite scalability.

AI ground control for festival crews: volunteers report by voice, AI writes it up, and the safety lead sends the nearest trained person in one tap. Every call heard, every decision human.

Crowd-risk intelligence for mega venues — Nokia Network as Code (CAMARA) signals read as an early indicator of crowd pressure, orchestrated by a LangGraph agent layer.

SurakshaSetu is an AI-powered crowd safety and smart event management platform built for festivals, religious gatherings, and large public events. It provides real-time crowd density monitoring, live heatmaps, congestion alerts, intelligent route guidance, emergency response support, and analytics to help organizers and authorities prevent stampede

Early warning for crowd crushes, using the phones already in the crowd. Go server, TypeScript dashboard, WebRTC phone mesh, Social Force crowd simulator.

NEXUS — a GenAI command center for FIFA World Cup 2026 stadium control rooms. AI briefings + multilingual incident triage on a deterministic safety engine the model can't override.

Agentic AI operating system for live-event safety: four AI agents forecast crowd risk, triage incidents, dispatch responders, and reunite lost children on a live simulated stadium. Next.js 16 + Gemini. Built for PromptWars Challenge 4.

SANKET — AI crowd-safety command center for Kumbh Mela & Indian railway stations. CCTV + YOLOv8 person detection fused into one state machine that drafts, voices (Sarvam AI Bulbul TTS) & broadcasts multilingual PA announcements in Hindi, Bengali, Marathi, Kannada + phones responders via Twilio. Real-time stampede prevention.

CrowdGuardian: An intelligent stampede prevention system using real-time monitoring, ML risk prediction, and dynamic evacuation planning.