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"""
Basic usage example for the Custom OCR Model.
"""
from transformers import AutoModel
from PIL import Image
def basic_ocr_example():
"""Basic OCR usage example."""
# Load model
model = AutoModel.from_pretrained("your-username/your-model-name", trust_remote_code=True)
# Load image
image = Image.open("document.jpg")
# Extract text
result = model.generate_ocr_text(image, use_native=True)
print(f"Extracted text: {result['text']}")
print(f"Confidence: {result['confidence']:.3f}")
return result
if __name__ == "__main__":
basic_ocr_example()
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