AI Module Licenses

Face Recognition

Real-time face detection, 128-d encoding, Identity matching, Classifies known and unknown persons per frame polygons.

Restricted Area Monitoring

Monitors intrusion attempts within user-defined ArcFace enhanced alerts stored in MongoDB with full audit trail.

Object Detection

Detects and classification of bottles, chairs, laptops, etc. generates Bounding boxes and per-class confidence scores.

Vehicle Detection

Video-file vehicle and license plate detection powered by YOLOv8 with bounding boxes and OCR data text extraction.

Crowd Detection

Monitor density and movement anomalies in large/dynamic occupancy areas. Adaptive-threshold crowd segmentation.

Intrusion Detection

Detects unauthorized zone entry and raises alerts with direction tracking, depth velocity.

Fire & Smoke Detection

AI-based early warning system for smoke and fire detection. Alerts immediate operators.

Loitering Detection

Identifies persons who remain stationary in a monitored zone beyond a configurable time interval.

Line Crossing Detection

Triggers an alert when tracked objects cross a configured virtual line in one-way mode. Supports bi-directional and one-way.

Person Tracking

Multi-object person tracking with unique ID assignments and movement trajectories for real-time analytics and historical.

Aggressive Footfall & Dwell Time

Analyzes foot traffic patterns and measures aggressive movement. Calculates insights for store optimization and customer.

People Count

Real-time head count detection and occupancy monitoring for venues and facilities. Provides accurate crowd metrics and capacity utilization.

Crowd Count / Estimation

Density estimation algorithms for large crowds. Extrapolates true counts even when individuals overlap or blend together.

Searchable Person Attributes

Extract searchable attributes: gender, age groups, clothing colors, and hairstyles. Enables retrieval of persons based on visual...

Lone Woman Detection

Detects solitary women for identification to alert protective alerts for safety and security...

Woman Surrounded By Men

Detects women in positions or surrounded by men enriched or malicious intent triggers safety alerts for harassment and threat prevention.

Person Collapse / Lying Down

Detects persons falling or lying on the ground unexpectedly. Callable for medical emergencies, falls.

Person Climbing Barricade

Recognizes attempts to breach barriers and restricted areas. Critical security breach alert triggers.

Person Waving

Detects hand-waving gestures for communication, useful for traffic management and emergency response.

No Face Mask Detection

Identifies persons not wearing protective face masks in regulated public health or work areas.

Emotions Detection

Analyzes facial expressions to identify emotions: happiness, anger, fear, sadness, etc. YOLOv8+ Facial emotions for retail...

Retail Person Gaze to Advertisement

Tracks and measures customer attention to retail advertisements and displays. Generates detailed analytics for retail.

Retail Proximity to Advertisement

Detects customer strolls nearby to advertisements and displays. Provides dwell-time analytics for retail.

Social Distancing

Monitors inter-person spacing and alerts when crowds violate minimum spacing requirements. Essential for pandemic and epidemic control.

Weapon Detection

Identifies guns, knives, and other weapons. Immediate alert system for armed threats...

Fight / Assault / Violence Detection

Detects physical altercations and violent behavior patterns. Triggers alerts for security response.

Mobs & Stone Pelting

Enables early detection for public order disturbances. Large-crowd anomalies. Triggers emergency response and alert.

Accident Detection

Detects vehicle collisions, vehicle rollovers, and motorcyclists impacted. Automatically triggers emergency response and incident...

Red Light Violation Detection

Automated enforcement camera detects vehicles crossing red lights. Captures frames and timestamps location and fine processing.

No Helmet / Triple Rider Detection

Monitors two-wheeler safety compliance. Detects non-conformist and unauthorized riders.

Vehicle Speed Detection

Calculates vehicle speed using frame-to-frame tracking. Identifies speeding violations. Triggers alerts and enforcement.

Vehicle Make & Model Detection

Classifies vehicle make, model, color, and year using CNN embeddings. Supports smart ANPR and forensic investigations.

Vehicle Count

Estimates hourly and annual trend tracking of vehicles passing through monitored zones. Counts lane/direction traffic count.

Parking Management

Monitors parking space occupancy and tracks available space mapping. Detects drivers to available facility.

Wrong Parking Detection

Flags vehicles parked in prohibitive or reserved spots within zones. Automatically flags drivers to violation facility.

Congestion Detection

Monitors traffic flow status and identifies patterns suggesting bottlenecks throughout urban and facility traffic optimization for.

Seatbelt Detection

Identifies drivers and passengers not wearing seatbelts. Enforces compliance monitoring.

Person On Phone While Driving

Detects use of mobile phones by drivers through vehicle surveillance and distracted driving detection.

Unauthorized Object Detection

Identifies luggage, packages, or items left unattended in monitored areas. Sends alert when prohibited.

Classification of Human / Animal / Vehicle

Multi-class detection and classification with per-object type logging. Enables powerful filtering and analytics for mixed environments.

Garbage & Debris Detection

Identifies litter and debris on streets, parks, and facilities. Helps cities identify janitor or facilities maintenance cleaning.

Vandalism / Graffiti Detection

Detects surface damage or vandalism on walls and infrastructure. Flags property damage. Enables property alert notification.

Retail Inventory Detection

Detects missing inventory items in racks. Provides real-time stock out locations.

Camera Tampering Detection

Identifies camera lens damage, intentional obscuring, or obstruction. Alerts operators to surveillance system vulnerability.