ImageDataGenerator vs tf.image

When tensorflow has tf.image.* for image augmentation, why should we use ImageDataGenerator?
I feel, tf.image.* is easier, But many tutorials, ImageDataGenerator has been used.

Please someone clarify this.

Thanks