import cv2
import numpy as np
import tensorflow as tf


IMG_SIZE = 224


def preprocess(image):

    image = cv2.resize(image, (IMG_SIZE, IMG_SIZE))

    image = tf.keras.applications.mobilenet_v2.preprocess_input(image)

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

    return image