Lose It built its initial model for Snap It beta using something called the Food 101 dataset, which defines 101 food categories and contains 101,000 images that map to these categories.

The food index, which is comprised of food away from home and food at home, has increased 2.1% over the last year -- and after rising 0.2% in each of the previous two months, was up another 0.1% ...