code: def _normalize(image):
    
    offset = tf.constant(MEAN_RGB, shape=[1, 1, 3])
    image -= offset
  
    scale = tf.constant(STDDEV_RGB, shape=[1, 1, 3])
    image /= scale
    return image
docs: Normalize the image to zero mean and unit variance.