from upsonic.ocr import OCR
from upsonic.ocr.layer_1.engines import EasyOCREngine
import urllib.request
# Download a sample image for testing
url = "https://raw.githubusercontent.com/JaidedAI/EasyOCR/master/examples/english.png"
urllib.request.urlretrieve(url, "sample_image.png")
# Configure engine with preprocessing for best results
engine = EasyOCREngine(
languages=['en'],
confidence_threshold=0.6,
rotation_fix=True,
enhance_contrast=True,
remove_noise=True,
pdf_dpi=250,
gpu=True
)
# Create OCR orchestrator
ocr = OCR(layer_1_ocr_engine=engine)
# Run OCR on the sample image
result = ocr.get_text("sample_image.png")
print(result)
