import numpy as np
import cv2
from PIL import Image

def preprocess_image(image: Image.Image):
    # Convert PIL to OpenCV
    img = np.array(image)
    if img.shape[-1] == 4:
        img = img[..., :3]
    return cv2.cvtColor(img, cv2.COLOR_RGB2BGR)