Usually if your use case stays in the same data domain, the mean and std won’t be that different and you can try to use the ImageNet statistics.
I would recommend to use your own data statistics if you are dealing with another domain, e.g. medical images.
If you are in doubt that the ImageNet stats are a good fit for your data, I would re-calculate them on my dataset.
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