Model Licenses

AI Module Licenses

License and deployment status for all AI models integrated in this platform.

Active Modules
Active
Face Recognition
Real-time face detection and 128-d encoding identity matching. Classifies known, blacklisted, and unknown persons per frame with polygon zone support.
dlib / face_recognition YOLOv8n-face v2.0 Identity · DNN
Active
Restricted Area Monitoring
Polygon-zone intrusion detection using ArcFace recognition. Unknown faces trigger timestamped alerts stored in MongoDB with full audit trail.
YuNet Detection ArcFace v2.0 Security · Zone
Active
Object Detection
YOLOv8 real-time detection of bottles, chairs, watches, and mobile phones with bounding boxes and per-class confidence scores.
YOLOv8 ONNX Runtime v1.0 Detection · YOLO
Active
Vehicle Detection
Video-file vehicle and license plate detection powered by YOLOv8. Streams annotated frames with bounding boxes and OCR plate text extraction.
YOLOv8 EasyOCR v1.0 Detection · OCR
Active
Crowd Detection
Monitor density and movement anomalies in populated areas with configurable occupancy thresholds. Triggers real-time overcrowding alerts.
YOLOv8 Density Estimation Analytics · YOLO
Active
Intrusion Detection
Detects unauthorized zone entry and raises high-priority alerts with direction tracking, dwell-time analysis, and instant notification.
YOLOv8 Zone Analysis Security · Zone
Active
Fire & Smoke Detection
AI-based early warning system for smoke plumes and visible fire signatures. Provides real-time safety alerts for environmental monitoring.
Custom CNN Thermal Analysis Safety · CNN
Active
Loitering Detection
Identifies persons who remain stationary in a monitored zone beyond a configurable time threshold. Flags suspicious dwell events automatically.
YOLOv8 ByteTrack Tracking · Time
Active
Line Crossing Detection
Triggers an alert when tracked objects cross a configured virtual line in a forbidden direction. Supports bi-directional and one-way enforcement rules.
YOLOv8 Vector Tracking Tracking · Zone
Active
Person Tracking
Multi-object person tracking with unique ID assignment across frames. Tracks movement trajectories for real-time analytics and historical analysis.
DeepSORT YOLOv8 Tracking · Detection
Active
Customer Footfall & Dwell Time
Analyzes foot traffic patterns and measures visitor dwell times in retail zones. Provides insights for store optimization and customer engagement metrics.
YOLOv8 Analytics Retail · Time
Active
People Count
Real-time head count detection and occupancy monitoring for venues and facilities. Provides accurate crowd metrics and capacity utilization reports.
YOLOv8 CNN Analytics · Counting
Active
Crowd Count / Estimation
Density estimation algorithms for large crowds. Uses spatial analysis to estimate total headcount even when individuals overlap or blend together.
YOLOv8 Density CNN Analytics · Density
Active
Searchable Person Attributes
Extracts clothing color, gender, age group, and posture attributes. Enables powerful search and retrieval of persons based on visual characteristics.
ArcFace ReID Search · Attributes
Active
Lone Woman Detection
Gender and isolation detection to identify women alone in unsafe zones at night. Triggers protective alerts for safety and security monitoring.
Gender CNN Object Distance Safety · Alert
Active
Woman Surrounded By Men
Detects scenarios where women are encircled or closely surrounded by multiple men. Raises safety alerts for harassment or threat prevention.
Gender Detection Spatial Analysis Safety · Security
Active
Person Collapse / Lying Down
Detects persons falling or lying on the ground unexpectedly. Valuable for medical emergencies, accidents, and facility safety monitoring.
Pose Estimation YOLOv8 Emergency · Detection
Active
Person Climbing Barricade
Recognizes attempts to breach barriers and restricted area boundaries. Alerts security teams to perimeter violations and unauthorized fence climbing.
Action Recognition Skeleton Detection Security · Action
Active
Person Waving
Detects hand-waving gestures for communication recognition. Useful for traffic control, emergency signaling, and crowd management applications.
Gesture Recognition Skeleton Tracking Detection · Gesture
Active
No Face Mask Detection
Identifies persons not wearing protective face masks in regulated zones. Enforces public health protocols and safety compliance monitoring.
YOLOv8 Mask Detection CNN Health · Compliance
Active
Emotions Detection
Analyzes facial expressions to classify emotions (happiness, anger, fear, sadness, etc.). Valuable for customer experience and incident response analysis.
Emotion CNN Face Analysis Analytics · Emotion
Active
Retail Person Gaze to Advertisement
Tracks and measures customer attention on retail advertisements and displays. Generates heat maps and engagement metrics for marketing optimization.
Gaze Tracking Eye-Gaze Estimation Retail · Marketing
Active
Retail Proximity to Advertisement
Detects customers within proximity zone of advertisements and displays. Provides dwell time and approach metrics for retail effectiveness analysis.
Distance Calculation Zone Analysis Retail · Distance
Active
Social Distancing
Monitors inter-person distances and alerts when crowds violate minimum spacing requirements. Essential for pandemic and epidemic control measures.
YOLOv8 Distance Calculation Health · Distance
Active
Weapon Detection
AI detection of firearms, knives, and other weapons with high confidence scoring. Immediate alert system for armed threat prevention and response.
YOLOv8 Custom Training Security · Weapons
Active
Fight / Assault / Violence Detection
Detects physical altercations, aggressive behavior, and violence incidents through skeletal and motion analysis. Triggers rapid response protocols.
Action Recognition Skeleton Analysis Security · Violence
Active
Riots & Stone Pelting
Identifies mass protest behavior, large-crowd violence, and projectile throwing patterns. Enables early detection for public order management.
Crowd Analysis Motion Detection Public Safety · Alert
Active
Accident Detection
Detects traffic accidents, vehicle collisions, and pedestrian incidents in real-time. Automatically triggers emergency response and incident documentation.
Scene Segmentation Motion Analysis Emergency · Traffic
Active
Red Light Violation Detection
Automated enforcement camera detects vehicles crossing red lights with plate capture and timestamp recording. Feeds into traffic citation and fine processing.
YOLOv8 EasyOCR Traffic · Enforcement
Active
No Helmet / Triple Rider Detection
Monitors two/three-wheeler safety compliance. Detects missing helmets and overloaded/triple riders on motorcycles and scooters for traffic enforcement.
YOLOv8 Person Count Traffic · Safety
Active
Vehicle Speed Detection
Calculates vehicle speed using frame-to-frame tracking and timestamp deltas. Identifies overspeeding vehicles for traffic enforcement and safety alerts.
YOLOv8 DeepSORT Traffic · Speed
Active
Vehicle Make & Model Detection
Classifies vehicle make, model, color, and year using CNN embeddings. Supports smart querying and investigation workflows for traffic and security.
Classification CNN Vehicle Parser Detection · Classification
Active
Vehicle Count
Real-time counting and historical trend tracking of vehicles passing through monitored zones. Generates traffic flow statistics and hourly/daily reports.
YOLOv8 Counting Analytics · Traffic
Active
Parking Management
Automated parking lot occupancy detection and available space mapping. Directs drivers to empty slots and optimizes parking facility utilization.
YOLOv8 Space Detection Management · IoT
Active
Wrong Parking Detection
Detects vehicles parked outside designated zones or in no-parking areas. Automatically flags violations for enforcement and penalty processing.
YOLOv8 Zone Enforcement Parking · Violation
Active
Congestion Detection
Monitors traffic congestion and density patterns in real-time. Provides traffic flow alerts and enables dynamic route optimization for navigation systems.
Density Estimation Motion Flow Traffic · Analytics
Active
No Seatbelt Detection
Identifies drivers and passengers not wearing seatbelts through visual analysis. Supports road safety enforcement and compliance monitoring programs.
Object Detection CNN Classifier Safety · Compliance
Active
Person On Phone While Driving
Detects use of mobile phones by drivers through hand position and attention tracking. Enforces distracted driving laws and safety compliance.
Pose Estimation Object Detection Safety · Detection
Active
Unattended Object Detection
Identifies bags, packages, or items left unattended in public zones. Critical for airport, train station, and public venue security applications.
YOLOv8 Tracking Security · Objects
Active
Classification of Human / Animal / Vehicle
Multi-class detection and classification with per-object type tagging. Enables powerful filtering and analytics workflows for mixed environment monitoring.
YOLOv8 Classification Detection · Taxonomy
Active
Garbage & Debris Detection
Identifies litter, debris, and waste in monitored areas. Helps cities and facilities maintain cleanliness and triggers maintenance crew dispatch.
YOLOv8 Custom Training Maintenance · Cleaning
Active
Vandalism / Graffiti Detection
Detects unauthorized markings, spray paint, and surface damage on walls and infrastructure. Enables rapid response for cosmetic and structural damage incidents.
Anomaly Detection Scene Change Security · Property
Active
Retail Inventory Detection
Automatically detects empty shelf spaces and missing inventory items. Provides real-time stock alerts and supports omnichannel retail operations.
YOLOv8 Shelf Analysis Retail · Inventory
Active
Camera Tampering Detection
Detects lens obstruction, spray paint, physical damage, or intentional camera disabling. Alerts operators to surveillance system vulnerabilities immediately.
Scene Analysis Pixel Pattern Security · System