Scanning instead of typing might work since most space-food packages have bar codes, but some are stamped on shiny curved surfaces while others are printed on thin crinkled paper wrapped around freeze-dried items.
FORBES: NASA Asks The 'Crowd' To Help Track What Astronauts Eat