An intelligent, agentic licence plate recognition system — built for real-world deployments, not just demos. Upload an image, connect a live RTSP stream, or call the REST API. Instant reads, production-grade accuracy.
Intelligent Licence Plate Recognition
vALPR Agent is not a simple OCR tool. It is an agentic recognition system — purpose-built for Indian licence plates. It detects, reads, validates, and reasons about plates across varied lighting conditions, angles, and road scenarios. From a single-lane gated entry to a multi-lane highway, it delivers consistent, structured results your systems can act on immediately.
vALPR Agent combines a deep-learning vehicle detection engine with an OCR recognition layer and a validation module that cross-checks readings against Indian plate formats and state codes. The agentic layer manages confidence thresholds, triggers re-reads on low-confidence results, and returns structured JSON with the plate text, bounding box, confidence score, and alternate candidate readings. Every response is ready to plug into your access control, toll, parking, or fleet management system.
Gated community and apartment access control
Smart parking — automated entry, exit, and billing
Toll plaza automation and lane throughput analytics
Fleet management — vehicle in/out logging and reporting
Traffic enforcement and stolen vehicle alerts
Logistics — truck dock assignment and yard management
Built for Indian plates — all state codes, BH series, commercial and private formats
Handles low light, rain, motion blur, partial occlusion, and angled shots
Returns confidence score + alternate candidate readings per image
REST API — single endpoint, multipart/form-data, JSON response
Edge deployable — runs on Jetson Nano, x86 server, or cloud VM
Works with any existing IP camera via RTSP — no hardware changes
Three steps from raw image to structured result.
Our AI detection engine locates every licence plate in the frame — single vehicle or crowded car park — with bounding box coordinates and detection confidence.
The OCR engine reads the cropped plate. Multiple character segmentation passes handle dirty plates, faded paint, and non-standard fonts.
The agent cross-checks the reading against Indian plate patterns and state codes, ranks candidates by confidence, and returns a clean JSON response in milliseconds.
Runs On
Talk to us about deploying vALPR Agent for your site — gated entry, parking, toll, or fleet.