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You cannot calculate it, since it depends on some varying factors like the image content and some other JPEG parameters like optimization or progressive.
You can use a program, e.g. AZImage - see links -, that allows you to fine set the compression parameters to get an idea about the resulting size.
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Earn +20 ptsQ: How do you calculate the compression ratio produced by the JPEG encoding?
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