It means the camera is focused on an object closer then infinity but less then life size or near life size or ½ life size. Infinity is defined in the dictionary.
If you're going to go with the dictionary definition, no subject can ever be "at infinity", so all objects are closer than infinity.
Or, if you believe in a curved universe, everything is already at infinity-- eventually.
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