suhana sheikh@sonusuhana75431853

CrowdSense AI is an intelligent real-time crowd monitoring and threat analysis system designed to improve public safety during large-scale events such as concerts, stadium gatherings, festivals, transportation hubs, and emergency situations. Traditional surveillance systems only record footage, but CrowdSense AI transforms passive CCTV monitoring into an active AI-powered command center capable of analyzing crowd behavior, identifying congestion zones, detecting distress signals, and generating actionable emergency responses in real time. The system combines computer vision, AI reasoning, and multi-layer decision analysis to understand crowd density, movement patterns, panic indicators, and potential safety threats. Using a modular pipeline architecture, video feeds are processed through a vision analysis layer, followed by a reasoning engine and critic layer that validate threat levels before generating officer deployment recommendations and emergency commands. CrowdSense AI also features a modern tactical dashboard interface that provides live monitoring, venue topology mapping, AI-generated insights, threat escalation alerts, and operational decision support for security personnel. The platform is designed to support scalable AI infrastructure and future multimodal integrations, making it suitable for smart city safety systems and next-generation crowd intelligence applications.

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