from paddleocr import PaddleOCR
import numpy as np

ocr = PaddleOCR(use_angle_cls=True, lang="en")

def extract_text(image):
    result = ocr.ocr(image)

    text = ""
    for line in result:
        for word in line:
            text += word[1][0] + "\n"

    return text