Real-Time Human Behaviour & Emotion Detection

How It Works

Emotion AI: Detects stress, fear, anger and abnormal facial expressions in real time.
Body-Language Models: Identify suspicious movement patterns like running, hiding or aggression.
Group Behaviour Analysis: Predicts crowd flow, tension spikes, and high-risk zones.
Safety Risk Score: Generated dynamically for decision-makers to prioritize response.

Use Cases

Event Security: Festival monitoring & crowd control.
Religious Gatherings: Temple crowd management to prevent stampedes.
Suicide Prevention: Monitoring bridges or high-risk danger zones.
Public Safety: Early threat detection in open public areas.

Why Impressive

Combines psychology, behavioural science, and computer vision — a highly advanced fusion very few teams can execute effectively. It moves beyond simple "person detection" to understanding "person intent."

Technical Highlights

Facial emotion classification (CNN/Transformer)
Body pose estimation (OpenPose / BlazePose)
Suspicion & risk scoring ML model
Crowd density + flow prediction
Real-time alerts to operators

Outcome

Immediate understanding of human emotions & behaviour — enabling smarter decision making in public safety and crowd control before incidents escalate.