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At the end there are images uploaded and the model applied to give predictions for the specific uploaded image. However, we should also rescale the values to [0,1] (by dividing by 255). We are doing this when applying the imagedatagenerator. When we manually upload the images, we just resize, but don't rescale. It is necessary to add the rescaling.