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determined_stallman

GASP

State of the art health monitoring algorithm

Summary Paragraph

Modern smart watches and fitness bands can only give us a rough estimates of certain health metrics. How many calories you spend is usually approximated using your age, weight, sex, and accelerometer data, And even state of the art sleep tracking technologies like Huawei TruSleep can only make wild estimates of the duration of person's sleeping cycles . Gasp is the first available algorithm which is capable of calculating calories spent, basal metabolic rate, and sleeping cycle duration based on respiratory rate tracking.

About GASP

LINK

Additional ressources:

https://en.wikipedia.org/wiki/Weir_formula
https://thorax.bmj.com/content/37/11/840.abstract

Team Members

  • Nikola LABAN, Software Developer, Linkedin
  • Danilo DJEKIC, Data Scientist, LinkedIn

Installations & Reproduction Detailed Instructions