Does ImageDataGenerator changes (preprocess) all data or only the new ones?

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I created a mobileNetv2 cnn model and using the imageDataGenerator with the preprocess parameter. Now I am asking myself whether it it enough for resclaling or does imageDataGenerator only modify the new images, which would mean I need to rescale the images still beforehand?

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