An On-Device Learning System for Estimating Liquid Consumption from Consumer-Grade Water Bottles and Its Evaluation

A lightweight on-device liquid consumption estimation system involving an energy-aware machine learning algorithm is developed in this work. This system consists of two separate on-device neural network models that carry out liquid consumption estimation with the result of two tasks: the detection o...

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Detalles Bibliográficos
Autores principales: Roy, Avirup, Dutta, Hrishikesh, Griffith, Henry, Biswas, Subir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003493/
https://www.ncbi.nlm.nih.gov/pubmed/35408129
http://dx.doi.org/10.3390/s22072514

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003493/
https://www.ncbi.nlm.nih.gov/pubmed/35408129
http://dx.doi.org/10.3390/s22072514

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