You can do this with setBackgroundColor.
canvas.setBackgroundColor('', canvas.renderAll.bind(canvas));
Since the stretch request 1445 ( https://github.com/kangax/fabric.js/pull/1445 ) is merged, you can also set backgroundColor to null.
canvas.setBackgroundColor(null, canvas.renderAll.bind(canvas));
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