I imagine a future evolution of this could be embedding it on a raspi with a USB barcode scanner, and putting a control screen in your pantry.
Just imagining the frustration of trying to perfectly angle your camera to scan a can of beans in your dark cupboard makes me want to toss my phone against a wall.