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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

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