import cv2
import pytesseract
import numpy as np
from PIL import Image

def extract_weight_from_image(image):
    image = np.array(image)
    gray = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY)
    text = pytesseract.image_to_string(gray, config='--psm 7 digits')
    weight = ''.join(filter(lambda x: x in '0123456789.', text))
    confidence = 95  # Placeholder
    return weight.strip(), confidence