MareArts ANPR SDK

Automatic Number Plate Recognition (ANPR) SDK for multiple regions with GPU acceleration support.

Features

• 🚗 Multi-Region Support: EU, Korea, China, and Universal license plates
• ⚡ Performance: Optimized C++ core with GPU acceleration support
• 🎯 Accuracy: Trained detection and OCR models for various regions
• 🔧 Integration: Python API and command-line tools
• 🐳 Deployment: Docker support and API server examples

Quick Start

Installation

# CPU Installation
pip install marearts-anpr

# GPU Installation (for faster processing)
pip install marearts-anpr[gpu]        # NVIDIA CUDA
pip install marearts-anpr[directml]   # Windows GPU

Basic Usage

from marearts_anpr import marearts_anpr_from_image_file
from marearts_anpr import ma_anpr_detector, ma_anpr_ocr

# Set environment variables (recommended)
# export MAREARTS_ANPR_USERNAME="your-email@domain.com"
# export MAREARTS_ANPR_SERIAL_KEY="your-serial-key"

# Initialize
detector = ma_anpr_detector("v13_middle", user_name, serial_key)
ocr = ma_anpr_ocr("v13_euplus", user_name, serial_key)

# Process image
result = marearts_anpr_from_image_file(detector, ocr, "image.jpg")
print(result)
# Output: {'results': [{'ocr': 'ABC123', 'ocr_conf': 99, ...}], ...}

CLI Usage

# Process image
ma-anpr image.jpg

# Test without credentials (1000 requests/day)
ma-anpr test-api image.jpg

# Validate license
ma-anpr validate

Documentation

• 📦 Installation Guide - Detailed installation options and requirements
• 🔧 Usage Examples - Python SDK and CLI usage
• 🚀 Model Versions - Available models and benchmarks
• 🌍 Regional Support - Supported countries and characters
• 🐳 Docker Deployment - Container setup and API server
• 🧪 Try ANPR - Test our ANPR without license
• ❓ FAQ - Frequently asked questions

Performance

Model	Accuracy	F1 Score	Speed (ms)
v13_middle (Detector)	96.3%	0.973	163
v13_euplus (OCR)	96.2%	0.990	82
v13_kr (OCR)	97.2%	0.995	85
v13_cn (OCR)	96.6%	0.993	86
v13_univ (OCR)	98.3%	0.996	85

MareArts Ecosystem

Explore our AI toolkit:

• marearts-anpr - Automatic Number Plate Recognition (GitHub)
• marearts-road-objects - Road object detection for persons, vehicles, and 2-wheelers (GitHub)
• marearts-xcolor - Color extraction and similarity analysis (GitHub)
• marearts-mast - Real-time panoramic stitching (GitHub)
• marearts-crystal - Encryption and decryption toolkit (PyPI)

Support & Resources

Resource	Link
📧 Contact	hello@marearts.com
🏠 Homepage	https://marearts.com
💳 License Purchase	ANPR Solution
🎮 Live Demo	http://live.marearts.com
📺 Video Examples	YouTube Playlist
🧪 Colab Demo	Open In Colab

License

This software requires a valid license key. Get it on here.  

© 2024 MareArts. All rights reserved.