A Trainable Open-Source Machine Learning Accelerometer Activity Recognition Toolbox: Deep Learning Approach.

Published in: JMIR AI (2023)

HumanActivityRecorder is a versatile, retrainable, open-source, and accurate toolbox that is continually tested on new data. This enables researchers to adapt to the behavior being measured and achieve repeatability in scientific studies.

Keyphrases

machine learning
deep learning
big data
artificial intelligence
physical activity
electronic health record
convolutional neural network
high resolution
case control
mass spectrometry