Label data in electronic format are being obtained through the Partnership for Public Health: Branded Food Products Database. The partnership is composed of USDA/ARS, the International Life Sciences Institute North America and the Agricultural Technology Innovation Partnership Foundation. The label ...
Application of machine learning for estimating label nutrients using USDA Global Branded Food Products Database, (BFPD)BFPDNeural networkMLPFood nutrientsCommercially packaged foodsAutomatic, accurate, and robust prediction of food attributes using emerging machine learning techniques including artificial ...
this food image database can facilitate food image identification even for low-quality images or those with insufficient lighting conditions. Assignment of the food label on the food images provides oversight on image mining and enables a more accurate prediction compared with other databases with auto...