def classify(img_path):
img = image.load_img(img_path, target_size=(224, 224))
model = tf.keras.applications.resnet50.ResNet50()
img_array = image.img_to_array(img)
img_batch = np.expand_dims(img_array, axis=0)
img_preprocessed = preprocess_input(img_batch)