def preprocess_input(x):
    """Preprocesses a tensor encoding a batch of images.

    # Arguments
        x: input Numpy tensor, 4D.
        data_format: data format of the image tensor.

    # Returns
        Preprocessed tensor.
    """
    x *= 1.0 / 255
    return x
