Dish detection in food platters: A framework for automated diet logging and nutrition management. (arXiv:2305.07552v1 [cs.CV])

Diet is central to the epidemic of lifestyle disorders. Accurate and
effortless diet logging is one of the significant bottlenecks for effective
diet management and calorie restriction. Dish detection from food platters is a
challenging problem due to a visually complex food layout. We present an
end-to-end computational framework for diet management, from data compilation,
annotation, and state-of-the-art model identification to its mobile app
implementation. As a case study, we implement the framework in the context of
Indian food platters …

arxiv automated detection diet epidemic food framework lifestyle logging management nutrition