Convert form data to JavaScript object with jQuery

How do I convert all elements of my form to a JavaScript object?

I’d like to have some way of automatically building a JavaScript object from my form, without having to loop over each element. I do not want a string, as returned by $('#formid').serialize();, nor do I want the map returned by $('#formid').serializeArray();

Convert form data to JavaScript object with jQuery