'Preprocesses images for feature extraction (minus image resizing).
Args:
resized_inputs: a [batch, height, width, channels] float tensor
representing a batch of images.
Returns:
preprocessed_inputs: a [batch, height, width, channels] float tensor
representing a batch of images.'

@abstractmethod
def preprocess(self, resized_inputs):

    pass
