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Eating and Drinking Activity Recognition Database (MOBISERV-AIIA Database) was created in order to fulfill the need for a good benchmarking database for the evaluation of specialized meal intake (such as eating and drinking) activity recognition algorithms. The captured video data constitute a database gathered during AIIA Laboratory’s research under the Collaborative European Project: MOBISERV FP7-248434, An Integrated Intelligent Home Environment for the Provision of Health, Nutrition and Mobility Services to the Elderly.