IShape
From University of Washington - Ubicomp Research Page
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$9.99
A pretty solid application that does approximately what we are proposing to do (without sensing exercise). Foods can be added via category, search, or custom entry. Foods can be favoritized. There is no concept of meals. The home page provides a summary of where you are in relation to your caloric goal and how your consumption stacks up in terms of nutritional composition.