EasyOCR

from upsonic.ocr import OCR
from upsonic.ocr.easyocr import EasyOCR

# Create OCR with EasyOCR
ocr = OCR(EasyOCR, languages=['en', 'zh'], gpu=True, rotation_fix=True)

# Extract text
text = ocr.get_text('document.pdf')
print(text)

# Get detailed results
result = ocr.process_file('image.png')
print(f"Confidence: {result.confidence:.2%}")
for block in result.blocks:
    print(f"Text: {block.text}, Confidence: {block.confidence:.2%}")