Anyparking LPR

A 5-stage pipeline from plate capture to classification to recognition — at any angle, in any lighting.

YOLO v11-based license plate recognition system

Anyparking LPR — YOLO v11-based license plate recognition system
Features

Key features

The core capabilities we built for this project.

01 · Feature

Image Preprocessing

CCTV capture + perspective correction · noise removal

02 · Feature

Mini PC Deployment

Inference directly on edge devices — no cloud dependency

03 · Feature

YOLO v11 Model

Fine-tuned on a Korean license plate dataset

04 · Feature

Training Optimization

Faster inference via pruning + quantization

Stack

Tech stack

ACCURACY
97.3%
STACK
Docker · PyTorch
DEPLOY
AWS · Edge
More

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