"""
OCR Number Plate Pipeline
=========================

A complete pipeline for detecting and recognizing number plates,
supporting both Nepali and English characters.

Components:
- PlateDetector: YOLO-based number plate detection
- CharacterRecognizer: ResNet18-based OCR model
- NumberPlateOCR: Complete pipeline combining detection and recognition

Usage:
    from pipeline import NumberPlateOCR
    
    # Initialize pipeline
    ocr = NumberPlateOCR(use_yolo=True)
    
    # Process image
    result = ocr.process_image('plate.jpg')
    print(result['plates'][0]['singleline_text'])
"""

from .main import NumberPlateOCR
from .model.ocr import CharacterRecognizer, OCRModel
from .model.plate_detector import PlateDetector, PlateDetectorLite, get_detector
from .config.config import (
    OCR_CONFIG, YOLO_CONFIG, CONTOUR_CONFIG,
    get_device, setup_directories
)

__version__ = "1.0.0"
__author__ = "OCR Team"

__all__ = [
    'NumberPlateOCR',
    'CharacterRecognizer',
    'OCRModel',
    'PlateDetector',
    'PlateDetectorLite',
    'get_detector',
    'OCR_CONFIG',
    'YOLO_CONFIG',
    'CONTOUR_CONFIG',
    'get_device',
    'setup_directories'
]