Neural Edge ANPR Architecture
High-speed license plate detection and optical character recognition running locally at the gate edge.
Multi-Stage Inference Pipeline
STEP 01
Vehicle Detection
YOLOv8 bounding box localization of cars, trucks, and 2-wheelers.
STEP 02
Plate Localization
High-precision crop and perspective deskewing of registration plate.
STEP 03
Optical OCR
EasyOCR character recognition with confusion matrix correction.
STEP 04
Temporal Voting
Multi-frame consensus voting to filter noise and vibration.
Supported Standards & Formats
Standard Indian Registration (HSRP)
Full support for state codes (DL, MH, KA, HR, PB, etc.) and series formats.
BH (Bharat) Series Series
Standardized year-based nationwide defense & corporate registration patterns.