Dataset Open Access

PPGDalia Dataset

Chang Wei Tan; Christoph Bergmeir; Francois Petitjean; Geoffrey I Webb

This dataset is part of the Monash, UEA & UCR time series regression repository. http://timeseriesregression.org/

This dataset is created from the publicly available PPG-DaLiA dataset for PPG-based heart rate estimation. This multimodal dataset features physiological and motion data, recorded from both a wrist- and a chest-worn device, of 15 subjects while performing a wide range of activities under close to real-life conditions. The included ECG data provides heart rate ground truth. The included PPG- and 3D-accelerometer data can be used for heart rate estimation, while compensating for motion artefacts. The dataset contains 64700 time series with 4 dimensions.

Please refer to https://archive.ics.uci.edu/ml/datasets/PPG-DaLiA for more details.
 
Citation request
[1] Attila Reiss, Ina Indlekofer, Philip Schmidt, and Kristof Van Laerhoven. 2019. Deep PPG: Large-scale Heart Rate Estimation with Convolutional Neural Networks. MDPI Sensors, 19(14).

Files (636.4 MB)
Name Size
PPGDalia_TEST.ts
md5:71f42337c444c2942d6fa89d0a381597
212.5 MB Download
PPGDalia_TRAIN.ts
md5:be0d787c51fed10c6966a58e3609edcd
423.9 MB Download
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