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AI-Based Video Analytics (VA / VCA)
All Video Analytics features
Explore the full power of i2V’s Video Analytics
Discover 30+ advanced AI models designed to enhance safety, efficiency, and decision-making across industries.
Select video analytic
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Crowd detection
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Action recognition
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People counting
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Queue detection
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No PPE kit detection
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Perimeter/intrusion detection
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Boundary loitering detection
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Abandoned object detection
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Tail gating detection
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Liquid spill detection
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Object removal detection
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Camera tampering detection
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Weapon detection
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Fire detection
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Smoke detection
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Wagon OCR recognition
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ANPR / LPR (Automatic number plate recognition)
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Plate color detection
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Vehicle congestion detection
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Truck height detection
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One way violation detection
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Stopped vehicle detection
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Illegal parking detection
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U-turn detection
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Lane shredding detection
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Wrong direction
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Speed detection
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No helmet detection
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Seat belt detection
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Mobile phone detection while driving
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Free left violation detection
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Lane change detection
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Vehicle collision detection
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Automatic traffic counter and classifier
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Axle Based vehicle detection
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Reverse driving detection
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Triple Riding violation detection
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Unauthorized vehicle detection
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Pedestrian movement detection
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Garbage Detection
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Graffiti and vandalism detection
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Auto PTZ tracking
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Employee presence monitoring
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Employee attendance management
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Repeat & new customer analysis
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Shop door schedule compliance
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Person tracking
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Restricted area monitoring
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Cash drawer misuse detection
Crowd detection
Monitors real-time crowd density and movement patterns to prevent overcrowding and enhance public safety.
Where it helps:
- Stadiums and events
- Airports and stations
- Religious gatherings
- Protests and public squares
Highlights:
- Density-based detection
- Early overcrowding alerts
- Works in dynamic environments
- Supports safety management
Action recognition
Identifies human actions such as fighting, falling, running, or abnormal movements for enhanced situational awareness.
Where it helps:
- Hospitals and elder care homes
- Schools and campuses
- Correctional facilities
- Public parks and transit stations
Highlights:
- Detects pre-defined human actions
- AI-powered behavioral analysis
- Supports safety incident detection
- Reduces manual monitoring load
People counting
Counts and tracks the number of people entering or exiting a defined area.
Where it helps:
- Railway stations
- Shopping malls
- Airports
- Office buildings
Highlights:
- Real-time counting
- Bi-directional tracking
- High accuracy analytics
- Supports crowd management
Queue detection
Monitors queues in real time and alerts when lines exceed thresholds.
Where it helps:
- Banks and ATMs
- Airports
- Retail counters
- Ticketing centers
Highlights:
- Queue length monitoring
- Alerts for long waits
- Multi-queue detection
- Improves customer experience
No PPE kit detection
Detects workers not wearing essential Personal Protective Equipment (PPE) such as vests, gloves, or safety gear.
Where it helps:
- Construction sites
- Manufacturing units
- Chemical plants
- Mining areas
Highlights:
- Workplace safety compliance
- Real-time hazard alerts
- Reduces industrial accidents
- Automated safety audits
Perimeter security
Detects breaches or movement near restricted perimeter areas.
Where it helps:
- Airports and seaports
- Defence bases
- Industrial plants
- Residential complexes
Highlights:
- Custom perimeter zones
- Real-time breach alerts
- Day/night support
- Works with PTZ
Boundary loitering detection
Detects individuals staying within a restricted zone beyond a defined duration.
Where it helps:
- Perimeter security
- Metro stations
- Industrial plants
- Parking areas
Highlights:
- Time-based detection
- Instant alerts
- Works day & night
- Reduces security threats
Abandoned object
Detects unattended or suspicious items left behind in monitored zones, reducing security risks in public and private spaces.
Where it helps:
- Airports and railway stations
- Shopping malls and plazas
- Government facilities
- Stadiums and event venues
Highlights:
- Real-time alerts for unattended items
- Time-based detection thresholds
- Works in crowded environments
- Reduces manual monitoring effort
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Tail gating detection
Detects vehicles following too closely behind another vehicle.
Where it helps:
- Highways
- Toll plazas
- Industrial zones
- Parking entries
Highlights:
- Maintains safe distance monitoring
- Accident prevention
- Real-time analytics
- Supports traffic safety enforcement
Liquid spill detection
Detects liquid spills on roads or industrial surfaces.
Where it helps:
- Factories
- Warehouses
- Railway platforms
- Industrial plants
Highlights:
- Early hazard detection
- Improves workplace safety
- Real-time alerts
- Reduces accident risks
Object removal detection
Detects unauthorized removal of objects from monitored locations.
Where it helps:
- Museums
- Warehouses
- Retail stores
- Critical infrastructure
Highlights:
- Real-time monitoring
- Theft prevention
- High detection accuracy
- Automated alerts
Camera tampering
Detects when cameras are blocked, defocused, or tampered with to ensure continuous surveillance integrity.
Where it helps:
- Banks and ATMs
- Retail stores
- Government buildings
- Outdoor public cameras
Highlights:
- Detects lens obstruction
- Identifies camera movement
- Alerts for focus changes
- Ensures uptime reliability
Weapon detection
Detects visible firearms or knives in monitored environments.
Where it helps:
- Schools and campuses
- Government facilities
- Transport hubs
- Public events
Highlights:
- Real-time detection
- High-risk alerting
- Works in crowded areas
- AI-based accuracy
Fire detection
Identifies fire or flames in monitored areas for faster emergency response.
Where it helps:
- Industrial plants
- Warehouses
- Public buildings
- Transport hubs
Highlights:
- Early flame detection
- Reduces manual monitoring
- Works indoors and outdoors
- Triggers instant alerts
Smoke detection
Identifies smoke plumes in monitored zones for faster fire response.
Where it helps:
- Industrial plants
- Warehouses
- Transport hubs
- Public buildings
Highlights:
- Early smoke recognition
- Works indoors/outdoors
- Integrates with alarms
- Prevents false alarms
Wagon OCR recognition
Detects movement or presence of rail wagons for transport monitoring.
Where it helps:
- Railway freight yards
- Mining operations
- Ports and terminals
- Logistics hubs
Highlights:
- Detects wagon entry/exit
- Supports freight tracking
- Deep learning-based OCR engine
- Reduces manual counting
ANPR / LPR (Automatic number plate recognition)
Captures and reads vehicle license plates accurately, even at high speed, day or night.
Where it helps:
- Toll booths and highways
- City surveillance checkpoints
- Parking management
- Campus entry-exit control
Highlights:
- High-speed recognition
- Day/night plate capture
- Multi-lane monitoring
- Integration with access systems
Plate color detection
Identifies vehicle number plate colors for category-based monitoring.
Where it helps:
- Highways
- Toll plazas
- Parking facilities
- Border checkpoints
Highlights:
- Automatic classification
- Supports multiple plate colors
- Works with ANPR systems
- Real-time analytics
Vehicle congestion
Detects traffic congestion and vehicle density in monitored zones.
Where it helps:
- City intersections
- Highways
- Toll booths
- Smart cities
Highlights:
- Traffic density analysis
- Real-time alerts
- Supports traffic optimization
- Multi-lane monitoring
Truck height detection
Measures and detects over-height trucks entering restricted zones.
Where it helps:
- Tunnels
- Bridges
- Industrial gates
- Toll plazas
Highlights:
- Over-height alerts
- Prevents infrastructure damage
- Accurate vehicle profiling
- Real-time detection
One way violation detection
Detects vehicles moving against permitted one-way traffic flow.
Where it helps:
- City roads
- Parking exits
- Highways
- Industrial zones
Highlights:
- Automatic violation capture
- Works day & night
- Reduces traffic violations
- Real-time alerts
Stopped vehicle
Detects vehicles halted in unauthorized or no-parking zones.
Where it helps:
- Highways and expressways
- Tunnels
- City roads
- Critical facility perimeters
Highlights:
- Detects stationary vehicles
- Configurable time thresholds
- Real-time alerts
- Supports traffic management
Illegal parking detection
Detects vehicles parked in unauthorized zones.
Where it helps:
- No-parking areas
- Emergency lanes
- Commercial zones
- Residential complexes
Highlights:
- Automatic violation alerts
- Real-time monitoring
- Supports parking enforcement
- Reduces traffic obstruction
U turn detection
Identifies unauthorized or illegal U-turn movements.
Where it helps:
- Highways
- Urban intersections
- Flyovers
- Restricted roads
Highlights:
- Violation evidence recording
- Real-time monitoring
- Supports traffic enforcement
- High accuracy detection
Lane shredding detection
Detects unsafe zig-zag or aggressive lane weaving behavior.
Where it helps:
- Expressways
- High-speed corridors
- Tunnels
- Urban highways
Highlights:
- Aggressive driving detection
- Real-time alerts
- Enhances road safety
- Multi-lane analysis
Wrong direction
Identifies vehicles moving against designated traffic flow.
Where it helps:
- Highways
- City roads
- Airport zones
- Industrial areas
Highlights:
- Real-time detection
- Works at night
- Multi-lane monitoring
- Reduces accident risk
Speed detection
Detects and records vehicle speed to flag violations.
Where it helps:
- Highways
- City intersections
- Toll booths
- Smart city corridors
Highlights:
- High-speed capture
- Multi-lane detection
- Works with ANPR
- Generates violation records
No helmet detection
Detects two-wheeler riders without helmets.
Where it helps:
- City roads
- Traffic junctions
- Highways
- Smart city surveillance
Highlights:
- AI-based detection
- Automatic violation capture
- Works in dense traffic
- Supports e-challan systems
Lane change detection
Detects unauthorized or unsafe lane changing behavior.
Where it helps:
- Highways
- Expressways
- Urban roads
- Tunnel monitoring
Highlights:
- Real-time tracking
- Multi-lane monitoring
- Violation recording
- Improves traffic discipline
ATCC (Automatic traffic count & classification)
Counts and classifies vehicles into categories like cars, trucks, and bikes for traffic planning and enforcement.
Where it helps:
- Highway traffic management
- Urban road planning
- Smart city projects
- Industrial area audits
Highlights:
- Multi-vehicle classification
- Real-time traffic insights
- Automated traffic reports
- Supports policy planning
Vehicle collision detection
Detects vehicle crashes and collision incidents instantly.
Where it helps:
- Highways
- Intersections
- Parking areas
- Tunnels
Highlights:
- Immediate incident alerts
- Faster emergency response
- AI-powered detection
- 24x7 monitoring
Axle based vehicle detection
Classifies vehicles based on axle count.
Where it helps:
- Toll plazas
- Highways
- Logistics hubs
- Industrial zones
Highlights:
- Vehicle classification
- Supports toll automation
- High detection accuracy
- Real-time analytics
Reverse driving detection
Detects vehicles moving in reverse on restricted roads.
Where it helps:
- Highways
- Tunnel entrances
- Parking exits
- City roads
Highlights:
- Wrong movement alerts
- Accident prevention
- Real-time monitoring
- Works in low light conditions
Triple riding violation detection
Detects more than two riders on a two-wheeler.
Where it helps:
- Urban roads
- Traffic intersections
- School zones
- Highways
Highlights:
- Automatic rider counting
- Violation evidence capture
- AI-based analytics
- Supports traffic enforcement
Seat belt detection
Detects drivers or passengers not wearing seat belts.
Where it helps:
- Highways
- Toll plazas
- City roads
- Smart traffic systems
Highlights:
- AI-powered detection
- Works through windshields
- Automatic violation capture
- Real-time alerts
Mobile phone detection while driving
Detects drivers using mobile phones while driving.
Where it helps:
- Highways
- Urban roads
- Traffic intersections
- Commercial fleets
Highlights:
- Distracted driving detection
- AI-based monitoring
- Violation evidence recording
- Enhances road safety
Unauthorized vehicle detection
Detects vehicles entering restricted or prohibited areas.
Where it helps:
- Industrial facilities
- Military zones
- Airports
- Private premises
Highlights:
- Access violation alerts
- Supports whitelist/blacklist
- Real-time tracking
- Enhances perimeter security
Free left violation detection
Detects vehicles violating designated free-left traffic rules.
Where it helps:
- Traffic junctions
- Urban intersections
- Smart city roads
- High-density traffic areas
Highlights:
- Automatic violation capture
- Real-time monitoring
- Improves traffic flow
- Supports e-challan systems
Pedestrian movement detection
Detects and tracks pedestrian movement in monitored areas.
Where it helps:
- Railway stations
- Airports
- Shopping malls
- Smart cities
Highlights:
- Real-time tracking
- Crowd movement analysis
- Enhances public safety
- Works in dense environments
Garbage detection
Detects littering or unattended garbage in monitored areas to improve hygiene compliance.
Where it helps:
- Smart cities
- Public parks
- Railway stations
- Malls and complexes
Highlights:
- Identifies garbage zones
- Automates cleanliness checks
- Supports civic reporting
- Encourages compliance
Graffiti and vandalism detection
Detects vandalism activities and unauthorized surface damage.
Where it helps:
- Railway stations
- Public infrastructure
- Metro premises
- Commercial buildings
Highlights:
- Instant alert generation
- 24x7 monitoring
- Reduces property damage
- AI-based activity detection
PTZ tracking
Automatically tracks moving objects with PTZ cameras.
Where it helps:
- Large public venues
- Airports
- Perimeter security
- Traffic monitoring
Highlights:
- Auto-lock on moving objects
- Smooth PTZ transitions
- Works with multiple VAs
- Real-time operator assist
Employee presence monitoring
Monitors employee attendance and presence within designated zones.
Where it helps:
- Factories
- Warehouses
- Corporate offices
- Retail stores
Highlights:
- Real-time workforce tracking
- Zone-wise monitoring
- Improves operational efficiency
- Automated attendance insights
Employee attendance management
Automatically tracks employee attendance using video analytics and facial recognition.
Where it helps:
- Corporate offices
- Factories
- Warehouses
- Retail stores
Highlights:
- Automated attendance logging
- Reduces manual errors
- Real-time workforce monitoring
- Supports shift management
Repeat & new customer analysis
Identifies repeat visitors and distinguishes them from new customers.
Where it helps:
- Retail stores
- Shopping malls
- Restaurants
- Commercial outlets
Highlights:
- Customer behavior insights
- Visitor trend analysis
- Supports targeted marketing
- Enhances customer experience
Shop door schedule compliance
Monitors whether shop doors are opened or closed as per defined schedules.
Where it helps:
- Retail outlets
- Shopping malls
- Warehouses
- Commercial buildings
Highlights:
- Automated schedule monitoring
- Instant compliance alerts
- Reduces operational violations
- 24x7 monitoring support
Person tracking
Tracks the movement and path of individuals across monitored areas.
Where it helps:
- Airports
- Railway stations
- Shopping malls
- Industrial facilities
Highlights:
- Real-time tracking
- Multi-camera integration
- Movement history analysis
- Enhances security monitoring
Restricted area monitoring
Detects unauthorized entry into restricted or secured zones.
Where it helps:
- Industrial plants
- Server rooms
- Airports
- Railway yards
Highlights:
- Instant intrusion alerts
- 24x7 surveillance
- Enhances perimeter security
- AI-based detection
Cash drawer misuse detection
Detects suspicious or unauthorized access to cash drawers.
Where it helps:
- Retail stores
- Billing counters
- Restaurants
- Supermarkets
Highlights:
- Fraud prevention
- Real-time alerts
- Supports transaction monitoring
- Enhances cashier accountability
Why choose i2V Video Analytics?
Trusted, scalable, and field-proven video analytics tailored for real-world demands.
30+ deployable VA modules
NOTE: All trademarks, logos and brand names are the property of their respective owners. All company, product and service names used in PPT are for identification purposes only. Use of these names, trademarks and brands does not imply endorsement.
Learn moreNOTE: All trademarks, logos and brand names are the property of their respective owners. All company, product and service names used in PPT are for identification purposes only. Use of these names, trademarks and brands does not imply endorsement.
Comprehensive library covering security, safety, traffic, crowd, and behavioral analytics.
Edge and server deployment options
Deploy analytics directly on cameras or centralized servers, based on your infrastructure.
Scalable from SMB to city-wide
Whether it’s 10 cameras or 10,000 — the system grows with your needs.
NOTE: All trademarks, logos and brand names are the property of their respective owners. All company, product and service names used in PPT are for identification purposes only. Use of these names, trademarks and brands does not imply endorsement.
Learn moreNOTE: All trademarks, logos and brand names are the property of their respective owners. All company, product and service names used in PPT are for identification purposes only. Use of these names, trademarks and brands does not imply endorsement.
Real-time alerts and reports
Immediate operator notifications and event reports ensure fast response and documentation.
Proven deployments across sectors
Running successfully in Smart Cities, Education, Oil & Gas, Transportation, and more.
Turn Every Video Frame into Actionable Intelligence.
i2V’s AI-based analytics detects, classifies, and tracks objects in real time — empowering smarter, data-driven decisions for safety and operations.
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Legal disclaimer:
Performance metrics, deployment figures, analytics outputs, and results displayed on this website are based on specific implementation scenarios, controlled environments, or selected use cases. Actual performance may vary depending on hardware specifications, camera quality, network conditions, system configuration, site environment, lighting conditions, operational workflows, and other external factors.
All images, videos, illustrations, dashboards, maps, and demonstrations shown on this website are for representational, illustrative, and informational purposes only. They are intended to showcase product capabilities and possible deployment scenarios. Unless explicitly stated, no visual content should be interpreted as depicting an actual customer site, live project, installation, location, organization, or real-world event. Any names, layouts, footage, environments, or scenarios presented may be simulated, sample-based, licensed, generic, or recreated for demonstration purposes. Similarity to any actual site, entity, or project is purely coincidental. i2V systems accepts no responsibility and shall not be held liable for any errors, omissions, misuse, assumptions, or misinterpretation of product outputs, website content, visuals, or performance claims.















































