Nuurrr66/license-plate-detector

License Plate Detector

YOLOv11-based license plate detector used in Project Argus, a vehicle recognition pipeline.

Description

This model detects license plates within cropped vehicle images. It is designed to be used after vehicle detection and tracking, before OCR.

Pipeline:

Vehicle Detection → Vehicle Tracking → License Plate Detection → OCR → Vehicle Classification

Usage

Download:

hf download Nuurrr66/license-plate-detector \
    --local-dir models/plate_detector

The downloaded file should be:

models/
└── plate_detector/
    └── license-plate-finetune-v1n.pt

Used in

Project Argus – Vehicle Recognition System