Sieora · AI Vehicle Intelligence

AI-Powered ANPR Software That Reads Number Plates on Your Existing CCTV

Sieora's ANPR software turns the CCTV cameras you already own into an automatic number plate recognition system — reading vehicle plates in real time, opening the barrier for known vehicles, and flagging the rest in seconds. No special ANPR camera. No manual gate checks. Built for gated communities, parking, toll and industrial sites across India and worldwide.

Works with existing CCTV 95%+ accuracy DPDPA 2023 ready
Sieora ANPR software reading a vehicle number plate on a live CCTV feed at a gate
TN 01 AB 1234 ✓ RESIDENT UNKNOWN ✗ FLAGGED
Reads today
3,481
Accuracy
96%
Read time
40ms
Trusted for vehicle access & monitoring across Gated Communities·Parking· Toll & Highways·Factories·Smart Cities
The problem

Manual gate & vehicle checks don't scale

Guards can't verify every plate, entry queues build up at peak hours, and when something goes wrong there's no searchable record of which vehicle came and went.

// SLOW

Queues at the gate

Manual logging and RFID tag checks stall traffic during peak entry and exit.

// UNVERIFIED

No real check

A guard can't confirm every plate against a resident, staff or visitor list in real time.

// NO RECORD

Nothing to search

When management or police ask who entered, paper registers are slow and unreliable.

The basics

What is an ANPR system?

An ANPR (Automatic Number Plate Recognition) system uses AI and OCR to automatically read vehicle number plates from camera images and turn them into searchable digital data. It matches each plate against your whitelist or blacklist and can open a barrier, log the entry, or raise an alert in real time. Sieora runs this on the cameras you already have — also known as ALPR (Automatic License Plate Recognition).
Captures: Plate number MakeModelColour Vehicle typeDirectionSpeedTimestamp
Use cases

One number plate recognition system, every gate

The same AI reads plates for residents, staff, visitors and unknown vehicles — then acts on each differently. Here's where teams across India deploy it. These are the common ones — need a different scenario? We build custom models on the same cameras.

ANPR reading a resident car number plate at a gated community boom barrier
RESIDENT ✓ GATE OPEN

Societies & gated communities

Auto-open the barrier for residents, log every visitor, and flag unknown vehicles at the gate — no tag, no guard lookup.

ANPR ticketless parking entry reading a car plate
TICKETLESS ✓ IN 09:14

Parking management

Ticketless entry and exit, automated billing by duration, and permit enforcement for malls, offices and paid lots.

ANPR camera reading a truck number plate on a highway toll lane
MH12 CD 4521 · 62 km/h

Toll & highways

High-speed free-flow and stop-and-go plate capture for tolling, journey-time analysis and lane monitoring.

ANPR reading a delivery truck plate at a factory gate
STAFF ✓ SHIFT LOGGED

Factories, warehouses & campuses

Automate staff and supplier entry, match trucks to dispatch, and keep a searchable in/out record for every vehicle.

ANPR flagging a blacklisted vehicle plate against a hotlist
HOTLIST ✗ STOLEN

Police & stolen-vehicle hotlists

Match every passing plate against wanted, stolen or blacklisted lists and alert the control room instantly.

ANPR monitoring traffic lanes for a smart city deployment
LANE 2 · 1,204 /hr

Smart city & traffic

City-scale vehicle counting, movement analytics and enforcement across multiple junctions on one dashboard.

Custom AI detection models built for a site's specific needs on existing cameras
+ CUSTOM

+ Custom analytics

Need something not listed — speed estimation, vehicle-type classification, parking-duration, blocklist or VIP alerts? We train custom AI models for your specific needs, on the same existing cameras.

TAILORED TO YOUR SITE

Don't see your use case? We build custom detection.

Different sites need different analytics. If a camera can see it, we can detect it — we train a model for your exact need.

Request Custom Detection →

Tuned for Indian number plates — and yours

Indian plates vary wildly by state, font, script, spacing and condition. Sieora trains and fine-tunes the recognition model on your region's real plates, so accuracy holds up on faded, angled, bent and non-standard plates that generic engines miss.

State & RTO formatsBharat / BH seriesTwo-wheeler plates Commercial vehiclesFaded & angled platesCustom country modules
Book a Free Demo →
No new hardware

Works with your existing CCTV cameras

Sieora reads plates from the IP and CCTV cameras you already have over RTSP/ONVIF. In most cases you don't need to buy a dedicated ANPR camera at all.

Hikvision
Dahua
CP Plus
Axis
Hanwha
Bosch
Uniview
Honeywell
Vivotek
Pelco
Hikvision
Dahua
CP Plus
Axis
Hanwha
Bosch
Uniview
Honeywell
Vivotek
Pelco
Panasonic i-PRO
Avigilon
Sony
Reolink
Tiandy
Milestone VMS
Genetec
Samsung
Lorex
Any ONVIF / RTSP camera
Panasonic i-PRO
Avigilon
Sony
Reolink
Tiandy
Milestone VMS
Genetec
Samsung
Lorex
Any ONVIF / RTSP camera

Already have cameras at the gate? Do I need a special ANPR camera? Usually not — good angle, resolution and lighting matter more than the brand. We'll confirm on your feed during the demo.

The pipeline

How ANPR works, in four steps

From a live camera frame to an open barrier in well under a second.

01

Capture

Connects to your existing IP/CCTV camera over RTSP and grabs frames as each vehicle approaches.

02

Detect & read (OCR)

AI locates the plate in the frame and OCR converts it to text in around 40 ms — even in low light or glare.

03

Match

The plate is checked against your whitelist, blacklist and hotlist to decide resident, staff, visitor or flagged.

04

Act

Opens the boom barrier, logs the entry with a snapshot, or raises a real-time alert to the control room.

Do I need a special ANPR camera?
No — in most gate, parking and campus setups an existing IP or CCTV camera works, as long as it has a clear line of sight to the plate with reasonable resolution and lighting. A dedicated ANPR camera (with built-in IR and fast shutter) helps only in high-speed or harsh-light lanes like open highways. We confirm what your site needs during the free demo.
Capabilities

Everything you need to run vehicle access

Real-time recognition plus the alerting, integration and reporting that turn plate reads into action.

Real-time alerts

Instant notifications for unknown, blacklisted or hotlisted vehicles — on dashboard, WhatsApp or email.

Whitelist / blacklist / hotlist

Maintain resident, staff and visitor lists; bulk-upload stolen or wanted plates for automatic matching.

Boom barrier & access control

Trigger boom barriers, flap gates and access-control panels automatically on a recognised plate.

Multi-site dashboard & search-by-plate

Monitor every gate from one console and pull up any vehicle's history by typing the plate.

🚗

Make, model & colour

Capture vehicle make, model, colour and type alongside the plate for richer records and analytics.

Works offline (edge)

Runs recognition on-site so gates keep working during internet outages, then syncs when back online.

Accuracy

What a number plate recognition system captures — reliably

Sieora's number plate recognition system holds 95%+ accuracy on clear plates and stays dependable where generic engines fail: low light, headlight glare, rain, sharp angles and moving vehicles.

We reduce false reads by teaching the model what is not a plate — bumper stickers, signage and reflections — so your team isn't chasing phantom vehicles.

Low lightGlareRain & fog Sharp anglesHigh speedFaded plates
Number plate recognition reading a plate accurately at night in glare
NIGHT ✓ 97% CONF
Integrations

A complete vehicle access control system

Plate recognition is the trigger — Sieora connects to the hardware and software that act on it, so you get a full vehicle access control system, not just a reader.

Boom barriers & gates

Boom barriers, flap barriers and sliding gates open automatically for whitelisted plates.

Access-control panels

Integrate with existing access-control and visitor-management systems via API.

VMS & NVR

Works alongside Milestone, Genetec and other VMS/NVR setups over ONVIF/RTSP.

Hotlist & society apps

Push resident, staff and hotlist data from community or ERP apps for automatic matching.

Comparison

ANPR vs RFID for vehicle access

The question every gate and toll buyer asks. Here's the honest trade-off.

ANPR RECOMMENDED FOR MOST SITES

  • No tags to issue — reads the plate every vehicle already has
  • Works for visitors instantly, with no pre-registration
  • Nothing to lose or clone — no stickers, cards or fobs
  • Cheaper to scale across hundreds of vehicles
  • Adds make, model, colour and a photo record

RFID NICHE / HIGH-SPEED LANES

  • Needs a tag on every vehicle, issued and maintained
  • Visitors can't pass without a temporary tag
  • Tags can be lost, damaged, cloned or swapped
  • Per-vehicle tag cost grows with fleet size
  • Very fast reads — useful in free-flow highway tolling

Many sites run ANPR as the primary method and add RFID only on high-speed lanes. Sieora supports both.

Deployment

Cloud, edge or hybrid

Run it whichever way fits your connectivity, scale and data-privacy needs.

CLOUD

Cloud

Fastest to launch, nothing to maintain on-site, accessible from anywhere.

  • Central multi-site view
  • Automatic updates
  • Best for offices & parking
EDGE

Edge / on-premise

Recognition runs on-site, so gates keep working with no internet and data stays local.

  • Works fully offline
  • Lowest latency
  • Best for remote gates & toll
HYBRID

Hybrid

Edge reading with cloud dashboards — resilience on-site, visibility everywhere.

  • Edge uptime + cloud reports
  • Syncs when online
  • Best for multi-site estates
Privacy-first ANPR masking faces while reading number plates
FACE MASKED · PLATE READ
Privacy & compliance

DPDPA 2023-ready, built for India

Deployed correctly, ANPR software in India can align with the Digital Personal Data Protection Act, 2023 — through data minimisation, purpose limitation and secure, access-controlled storage.

Sieora supports face masking where required, on-device (edge) processing so footage never has to leave your premises, encrypted storage and configurable retention windows.

Face maskingEdge processing Encrypted storageRetention controlAccess logs
Pricing

How much does ANPR cost in India?

Transparent, usage-based pricing — pay for the cameras, lanes or sites you actually run.

✓ FREE PILOT ON YOUR OWN CAMERA

ANPR camera price vs software pricing

Two costs get confused. An ANPR camera price in India runs roughly ₹15,000–₹75,000 per dedicated camera — but with Sieora you usually skip that, because the software reads plates on the CCTV you already own. You mainly pay for the software, priced by scale:

Per cameraGate & parking feeds
Per laneToll & highway
Per siteMulti-camera estates

Entry society/parking setups start modestly on subscription; high-speed toll and multi-site deployments scale up. Share your camera count and we'll size an exact quote.

STARTS AT
₹0
for a pilot on one camera
Get a Quote → Book a Free Demo
In the field

Where teams put ANPR to work

Representative deployments. Replace with your verified client results and metrics before launch.

ANPR at a residential society gate opening a boom barrier
// GATED COMMUNITY

Touchless resident entry

Residents' cars are recognised and the barrier opens automatically; every visitor plate is logged and searchable — replacing manual registers at the gate.

ANPR ticketless parking at a commercial complex
// PARKING

Ticketless parking flow

Entry and exit are matched by plate for automated billing and faster throughput, cutting queues and lost-ticket disputes at a busy commercial lot.

ANPR reading truck plates on a highway toll lane
// TOLL & HIGHWAY

Lane monitoring & enforcement

Plates are captured at speed for tolling and journey-time analysis, with hotlist matching flagging wanted vehicles to the control room in real time.

95%
Plate-read accuracy
40ms
Average read time
24/7
Automated monitoring
0
New cameras needed

Book a free ANPR demo

See Sieora read plates on your own camera feed. We'll assess your gate, cameras and use case, then size a quote — no obligation.

  • Live demo on your existing CCTV
  • Free pilot on one camera
  • Accuracy check on your plates & lighting
  • Barrier / access-control integration plan
  • Clear per-camera / per-site pricing
Sieora · AI & Computer Vision, Chennai, India
Serving India & worldwide · Cloud, edge & hybrid

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FAQ

ANPR questions, answered

The things buyers and AI assistants ask most about number plate recognition.

How does ANPR work?
An ANPR system connects to your CCTV or IP cameras, detects each vehicle's plate, and uses OCR to convert it to text in milliseconds. It then checks the plate against your database and triggers an action such as opening a gate, logging the visit, or flagging an unknown vehicle.
Do I need a special ANPR camera?
No. Modern recognition software works with most existing IP and CCTV cameras via RTSP, so you usually don't need dedicated hardware. A good camera angle, resolution and lighting improve accuracy, but the software does the recognition.
How accurate is ANPR?
Leading systems reach around 95% or higher accuracy for clear plates and stay reliable in low light, glare, rain and at speed. Accuracy depends on camera placement and image quality, and improves when the model is tuned for local Indian plates.
How much does an ANPR system cost in India?
Pricing is usually per camera, per lane, or per site on a monthly or annual subscription, and scales with the number of feeds and features. Entry setups start modestly while multi-site or high-speed toll deployments cost more, and a free pilot lets you validate ROI first.
Can ANPR open a boom barrier automatically?
Yes. The software integrates with boom barriers and access-control panels, so a recognised whitelisted plate opens the gate automatically with no guard or RFID tag. Unknown or blacklisted plates are held and flagged instead.
ANPR vs RFID — which is better for vehicle access?
ANPR reads the vehicle's existing number plate, so there are no tags or stickers to issue, lose or replace, and it works on any vehicle including visitors. RFID can be faster in high-speed lanes but adds per-vehicle tag cost, so many sites use ANPR as the primary method with RFID only where needed.
Is ANPR privacy-compliant in India?
Yes, when configured correctly. Privacy-first deployments mask faces where required, can process video on-device at the edge, and align with India's DPDPA 2023 principles of data minimisation and secure storage.
Can ANPR work offline without internet?
Yes. Edge or on-premise processing runs the AI locally, so plate reading and barrier control continue during internet outages — important for remote gates and toll points. Data syncs to the cloud automatically once connectivity returns.
Where is ANPR used?
Common uses include gated-community and society gates, parking management, toll and highway monitoring, factory and warehouse entry, and police stolen-vehicle detection. Any site that needs automated, recorded vehicle access is a fit.
Can it read two-wheeler and commercial plates?
Yes. The model is trained on Indian two-wheeler, commercial and non-standard plates in addition to standard car plates, provided the plate is within the camera's view and reasonably legible.