4.6 Article

An Open-Source Approach to Solving the Problem of Accurate Food-Intake Monitoring

Journal

IEEE ACCESS
Volume 9, Issue -, Pages 162835-162846

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2021.3128995

Keywords

Estimation; Monitoring; Open source software; Size measurement; Hardware; Weight measurement; Volume measurement; m-Health; portion-size estimation; open-source hardware; low energy consumption

Funding

  1. European Union [761349]
  2. Slovenian Research Agency [P2-0098]

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This study introduces an open-source solution for accurately estimating portion sizes with a pocket-sized kitchen scale and a demo mobile application. By monitoring food intake in real time, this solution has the potential to advance nutrition research and personalized nutrition tracking.
People with special nutritional needs must monitor their food intake as accurately as possible. One of the problems with food-intake monitoring is a correct estimation of portion sizes. This paper presents an open-source solution to the problem of portion-size estimation consisting of a pocket-sized kitchen scale and a demo mobile application. It is implemented as a soft real-time, low-power consuming embedded system with a Bluetooth connection to the smartphone. Releasing both the hardware and software of the system as open source paves the way towards accurate nutrition tracking and personalized nutrition. This can lead to important advances in the field of nutrition research, as well as practice. This is demonstrated with a proof-of-concept integration of our solution with a commercial mobile application that helps users to keep track of their health and lifestyle goals.

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