from PIL import Image
import numpy as np

IMAGE_SIZE = (224, 224)


def preprocess_image(image: Image.Image):

    image = image.convert("RGB")

    image = image.resize(IMAGE_SIZE)

    image = np.asarray(image).astype("float32")

    image /= 255.0

    image = np.expand_dims(image, axis=0)

    return image