Personalized Energy Expenditure Estimation: Visual Sensing Approach With Deep Learning.

Toby Perrett Alessandro Masullo Dima Damen Tilo Burghardt Ian J Craddock Majid Mirmehdi

Published in: JMIR formative research (2022)

A vision-based deep learning energy expenditure estimation system for a wide range of daily living activities can be calibrated to a specific person with footage and calorimeter data from 32 seconds of sweeping and 32 seconds of sitting.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
machine learning
big data
electronic health record
physical activity
data analysis