import cv2
import numpy as np
from tensorflow.keras.preprocessing.image import img_to_array

def preprocess_frame(frame, target_size=(224, 224)):
    frame = cv2.resize(frame, target_size)
    frame = img_to_array(frame) / 255.0
    return np.expand_dims(frame, axis=0)