KID-PPG
Knowledge Informed Deep Learning for Extracting Heart Rate from a Smartwatch
What is PPG?
How do smartwatches observe your heart's activity? How does motion affect these readings, and how can we use deep learning to improve the process?
Our framework
We use explicit source separation, probabilistic inference and guided training to integrate prior knowledge into our framework
Our team
We are based in the Embedded Systems Laboratory of EPFL, under the direction of Prof. David Atienza
Publications
Download our open source code, and check out our academic publications
