crowd-safety

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

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

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.

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

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.

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

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.

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.

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

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.